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BibTeX records: Chao Zhang 0014
@article{DBLP:journals/corr/abs-2602-01039,
author = {Zhiwei Ling and
Hailiang Zhao and
Chao Zhang and
Xiang Ao and
Ziqi Wang and
Cheng Zhang and
Zhen Qin and
Xinkui Zhao and
Kingsum Chow and
Yuanqing Wu and
MengChu Zhou},
title = {Adaptive Dual-Weighting Framework for Federated Learning via Out-of-Distribution
Detection},
journal = {CoRR},
volume = {abs/2602.01039},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.01039},
doi = {10.48550/ARXIV.2602.01039},
eprinttype = {arXiv},
eprint = {2602.01039},
timestamp = {Fri, 13 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-01039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-24709,
author = {Cheng Jiayang and
Xin Liu and
Zhihan Zhang and
Haoyang Wen and
Zixuan Zhang and
Qingyu Yin and
Shiyang Li and
Priyanka Nigam and
Bing Yin and
Chao Zhang and
Yangqiu Song},
title = {Training LLMs for Multi-Step Tool Orchestration with Constrained Data
Synthesis and Graduated Rewards},
journal = {CoRR},
volume = {abs/2603.24709},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.24709},
doi = {10.48550/ARXIV.2603.24709},
eprinttype = {arXiv},
eprint = {2603.24709},
timestamp = {Fri, 17 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-24709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuSGZLWJTYCZZS25,
author = {Yinglun Xu and
Tarun Suresh and
Rohan Gumaste and
David Zhu and
Ruirui Li and
Zhengyang Wang and
Haoming Jiang and
Xianfeng Tang and
Qingyu Yin and
Monica Xiao Cheng and
Qi Zeng and
Chao Zhang and
Gagandeep Singh},
title = {Two-Step Offline Preference-Based Reinforcement Learning on Explicitly
Constrained Policies},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=LxPg5GJuY3},
timestamp = {Thu, 13 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/XuSGZLWJTYCZZS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KongDMNBWWFMGZ25,
author = {Lingkai Kong and
Yuanqi Du and
Wenhao Mu and
Kirill Neklyudov and
Valentin De Bortoli and
Dongxia Wu and
Haorui Wang and
Aaron M. Ferber and
Yian Ma and
Carla P. Gomes and
Chao Zhang},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {Diffusion Models as Constrained Samplers for Optimization with Unknown
Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
pages = {4582--4590},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/kong25b.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KongDMNBWWFMGZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WeiYLZLQYXZYYL25,
author = {Zhepei Wei and
Wenlin Yao and
Yao Liu and
Weizhi Zhang and
Qin Lu and
Liang Qiu and
Changlong Yu and
Puyang Xu and
Chao Zhang and
Bing Yin and
Hyokun Yun and
Lihong Li},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement
Learning},
booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2025, Suzhou, China, November 4-9, 2025},
pages = {7909--7928},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.emnlp-main.401},
doi = {10.18653/V1/2025.EMNLP-MAIN.401},
timestamp = {Mon, 02 Feb 2026 09:39:37 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WeiYLZLQYXZYYL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangZZQJZZYLYZZ25,
author = {Rongzhi Zhang and
Chenwei Zhang and
Xinyang Zhang and
Liang Qiu and
Haoming Jiang and
Yuchen Zhuang and
Qingru Zhang and
Hyokun Yun and
Xian Li and
Bing Yin and
Tuo Zhao and
Chao Zhang},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {{DORM:} Preference Data Weights Optimization for Reward Modeling in
{LLM} Alignment},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2025, Suzhou, China, November 4-9, 2025},
pages = {22721--22739},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.findings-emnlp.1237/},
timestamp = {Thu, 19 Feb 2026 17:28:40 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangZZQJZZYLYZZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangSS0KSDZY0DA25,
author = {Haorui Wang and
Marta Skreta and
Cher Tian Ser and
Wenhao Gao and
Lingkai Kong and
Felix Strieth{-}Kalthoff and
Chenru Duan and
Yuchen Zhuang and
Yue Yu and
Yanqiao Zhu and
Yuanqi Du and
Al{\'{a}}n Aspuru{-}Guzik and
Kirill Neklyudov and
Chao Zhang},
title = {Efficient Evolutionary Search Over Chemical Space with Large Language
Models},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=awWiNvQwf3},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangSS0KSDZY0DA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangGKRSD025,
author = {Haorui Wang and
Jeff Guo and
Lingkai Kong and
Rampi Ramprasad and
Philippe Schwaller and
Yuanqi Du and
Chao Zhang},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {LLM-Augmented Chemical Synthesis and Design Decision Programs},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/wang25ag.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangGKRSD025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YeS0C25,
author = {Liqin Ye and
Agam Shah and
Chao Zhang and
Sudheer Chava},
editor = {Luiza Antonie and
Jian Pei and
Xiaohui Yu and
Flavio Chierichetti and
Hady W. Lauw and
Yizhou Sun and
Srinivasan Parthasarathy},
title = {Calibrating Pre-trained Language Classifiers on LLM-generated Noisy
Labels via Iterative Refinement},
booktitle = {Proceedings of the 31st {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, V.2, {KDD} 2025, Toronto ON, Canada, August 3-7,
2025},
pages = {3598--3609},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3711896.3736871},
doi = {10.1145/3711896.3736871},
timestamp = {Wed, 24 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YeS0C25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhuangYJLCLGPLHLWCWZZNY25,
author = {Yuchen Zhuang and
Jingfeng Yang and
Haoming Jiang and
Xin Liu and
Kewei Cheng and
Sanket Lokegaonkar and
Yifan Gao and
Qing Ping and
Tianyi Liu and
Binxuan Huang and
Zheng Li and
Zhengyang Wang and
Pei Chen and
Ruijie Wang and
Rongzhi Zhang and
Nasser Zalmout and
Priyanka Nigam and
Bing Yin and
Chao Zhang},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {Hephaestus: Improving Fundamental Agent Capabilities of Large Language
Models through Continual Pre-Training},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {6041--6068},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.308},
doi = {10.18653/V1/2025.NAACL-LONG.308},
timestamp = {Thu, 14 Aug 2025 11:28:41 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhuangYJLCLGPLHLWCWZZNY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChenJLZDLLC25,
author = {Zihao Chen and
Jiazhi Jiang and
Jiangang Liu and
Chao Zhang and
Yuqi Diao and
Yang Li and
Hanmei Luo and
Peng Chen},
editor = {Volker Markl and
Joseph M. Hellerstein and
Azza Abouzied},
title = {Oceanus: Enable SLO-Aware Vertical Autoscaling for Cloud-Native Streaming
Services in Tencent},
booktitle = {Companion of the 2025 International Conference on Management of Data,
{SIGMOD/PODS} 2025, Berlin, Germany, June 22-27, 2025},
pages = {323--335},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3722212.3724445},
doi = {10.1145/3722212.3724445},
timestamp = {Wed, 07 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ChenJLZDLLC25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KongMCZPDZ25,
author = {Lingkai Kong and
Wenhao Mu and
Jiaming Cui and
Yuchen Zhuang and
B. Aditya Prakash and
Bo Dai and
Chao Zhang},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {DF\({}^{\mbox{2}}\): Distribution-Free Decision-Focused Learning},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
pages = {2269--2290},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/kong25a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/uai/KongMCZPDZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-12202,
author = {Zibo Zhao and
Zeqiang Lai and
Qingxiang Lin and
Yunfei Zhao and
Haolin Liu and
Shuhui Yang and
Yifei Feng and
Mingxin Yang and
Sheng Zhang and
Xianghui Yang and
Huiwen Shi and
Sicong Liu and
Junta Wu and
Yihang Lian and
Fan Yang and
Ruining Tang and
Zebin He and
Xinzhou Wang and
Jian Liu and
Xuhui Zuo and
Zhuo Chen and
Biwen Lei and
Haohan Weng and
Jing Xu and
Yiling Zhu and
Xinhai Liu and
Lixin Xu and
Changrong Hu and
Tianyu Huang and
Lifu Wang and
Jihong Zhang and
Meng Chen and
Liang Dong and
Yiwen Jia and
Yulin Cai and
Jiaao Yu and
Yixuan Tang and
Hao Zhang and
Zheng Ye and
Peng He and
Runzhou Wu and
Chao Zhang and
Yonghao Tan and
Jie Xiao and
Yangyu Tao and
Jianchen Zhu and
Jinbao Xue and
Kai Liu and
Chongqing Zhao and
Xinming Wu and
Zhichao Hu and
Lei Qin and
Jianbing Peng and
Zhan Li and
Minghui Chen and
Xipeng Zhang and
Lin Niu and
Paige Wang and
Yingkai Wang and
Haozhao Kuang and
Zhongyi Fan and
Xu Zheng and
Weihao Zhuang and
YingPing He and
Tian Liu and
Yong Yang and
Di Wang and
Yuhong Liu and
Jie Jiang and
Jingwei Huang and
Chunchao Guo},
title = {Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured
3D Assets Generation},
journal = {CoRR},
volume = {abs/2501.12202},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.12202},
doi = {10.48550/ARXIV.2501.12202},
eprinttype = {arXiv},
eprint = {2501.12202},
timestamp = {Thu, 01 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-12202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-06589,
author = {Yuchen Zhuang and
Jingfeng Yang and
Haoming Jiang and
Xin Liu and
Kewei Cheng and
Sanket Lokegaonkar and
Yifan Gao and
Qing Ping and
Tianyi Liu and
Binxuan Huang and
Zheng Li and
Zhengyang Wang and
Pei Chen and
Ruijie Wang and
Rongzhi Zhang and
Nasser Zalmout and
Priyanka Nigam and
Bing Yin and
Chao Zhang},
title = {Hephaestus: Improving Fundamental Agent Capabilities of Large Language
Models through Continual Pre-Training},
journal = {CoRR},
volume = {abs/2502.06589},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.06589},
doi = {10.48550/ARXIV.2502.06589},
eprinttype = {arXiv},
eprint = {2502.06589},
timestamp = {Fri, 14 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-06589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-07027,
author = {Haorui Wang and
Jeff Guo and
Lingkai Kong and
Rampi Ramprasad and
Philippe Schwaller and
Yuanqi Du and
Chao Zhang},
title = {LLM-Augmented Chemical Synthesis and Design Decision Programs},
journal = {CoRR},
volume = {abs/2505.07027},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.07027},
doi = {10.48550/ARXIV.2505.07027},
eprinttype = {arXiv},
eprint = {2505.07027},
timestamp = {Mon, 23 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-07027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-07782,
author = {Rushi Qiang and
Yuchen Zhuang and
Yinghao Li and
Dingu Sagar V. K and
Rongzhi Zhang and
Changhao Li and
Ian Shu{-}Hei Wong and
Sherry Yang and
Percy Liang and
Chao Zhang and
Bo Dai},
title = {MLE-Dojo: Interactive Environments for Empowering {LLM} Agents in
Machine Learning Engineering},
journal = {CoRR},
volume = {abs/2505.07782},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.07782},
doi = {10.48550/ARXIV.2505.07782},
eprinttype = {arXiv},
eprint = {2505.07782},
timestamp = {Tue, 24 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-07782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-14135,
author = {Ruihuang Li and
Caijin Zhou and
Shoujian Zheng and
Jianxiang Lu and
Jiabin Huang and
Comi Chen and
Junshu Tang and
Guangzheng Xu and
Jiale Tao and
Hongmei Wang and
Donghao Li and
Wenqing Yu and
Senbo Wang and
Zhimin Li and
Yetshuan Shi and
Haoyu Yang and
Yukun Wang and
Wenxun Dai and
Jiaqi Li and
Linqing Wang and
Qixun Wang and
Zhiyong Xu and
Yingfang Zhang and
Jiangfeng Xiong and
Weijie Kong and
Chao Zhang and
Hongxin Zhang and
Qiaoling Zheng and
Weiting Guo and
Xinchi Deng and
Yixuan Li and
Renjia Wei and
Yulin Jian and
Duojun Huang and
Xuhua Ren and
Junkun Yuan and
Zhengguang Zhou and
Jiaxiang Cheng and
Bing Ma and
Shirui Huang and
Jiawang Bai and
Chao Li and
Sihuan Lin and
Yifu Sun and
Yuan Zhou and
Joey Wang and
Qin Lin and
Tianxiang Zheng and
Jingmiao Yu and
Jihong Zhang and
Caesar Zhong and
Di Wang and
Yuhong Liu and
Linus and
Jie Jiang and
Longhuang Wu and
Shuai Shao and
Qinglin Lu},
title = {Hunyuan-Game: Industrial-grade Intelligent Game Creation Model},
journal = {CoRR},
volume = {abs/2505.14135},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.14135},
doi = {10.48550/ARXIV.2505.14135},
eprinttype = {arXiv},
eprint = {2505.14135},
timestamp = {Thu, 25 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-14135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-16421,
author = {Zhepei Wei and
Wenlin Yao and
Yao Liu and
Weizhi Zhang and
Qin Lu and
Liang Qiu and
Changlong Yu and
Puyang Xu and
Chao Zhang and
Bing Yin and
Hyokun Yun and
Lihong Li},
title = {WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2505.16421},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.16421},
doi = {10.48550/ARXIV.2505.16421},
eprinttype = {arXiv},
eprint = {2505.16421},
timestamp = {Sun, 16 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-16421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-19675,
author = {Liqin Ye and
Agam Shah and
Chao Zhang and
Sudheer Chava},
title = {Calibrating Pre-trained Language Classifiers on LLM-generated Noisy
Labels via Iterative Refinement},
journal = {CoRR},
volume = {abs/2505.19675},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.19675},
doi = {10.48550/ARXIV.2505.19675},
eprinttype = {arXiv},
eprint = {2505.19675},
timestamp = {Thu, 11 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-19675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-21439,
author = {Yuchen Zhuang and
Aaron Trinh and
Rushi Qiang and
Haotian Sun and
Chao Zhang and
Hanjun Dai and
Bo Dai},
title = {Towards Better Instruction Following Retrieval Models},
journal = {CoRR},
volume = {abs/2505.21439},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.21439},
doi = {10.48550/ARXIV.2505.21439},
eprinttype = {arXiv},
eprint = {2505.21439},
timestamp = {Fri, 27 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-21439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-23982,
author = {Jerry Junyang Cheung and
Shiyao Shen and
Yuchen Zhuang and
Yinghao Li and
Rampi Ramprasad and
Chao Zhang},
title = {{MSQA:} Benchmarking LLMs on Graduate-Level Materials Science Reasoning
and Knowledge},
journal = {CoRR},
volume = {abs/2505.23982},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.23982},
doi = {10.48550/ARXIV.2505.23982},
eprinttype = {arXiv},
eprint = {2505.23982},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-23982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-15442,
author = {Team Hunyuan3D and
Shuhui Yang and
Mingxin Yang and
Yifei Feng and
Xin Huang and
Sheng Zhang and
Zebin He and
Di Luo and
Haolin Liu and
Yunfei Zhao and
Qingxiang Lin and
Zeqiang Lai and
Xianghui Yang and
Huiwen Shi and
Zibo Zhao and
Bowen Zhang and
Hongyu Yan and
Lifu Wang and
Sicong Liu and
Jihong Zhang and
Meng Chen and
Liang Dong and
Yiwen Jia and
Yulin Cai and
Jiaao Yu and
Yixuan Tang and
Dongyuan Guo and
Junlin Yu and
Hao Zhang and
Zheng Ye and
Peng He and
Runzhou Wu and
Shida Wei and
Chao Zhang and
Yonghao Tan and
Yifu Sun and
Lin Niu and
Shirui Huang and
Bojian Zheng and
Shu Liu and
Shilin Chen and
Xiang Yuan and
Xiaofeng Yang and
Kai Liu and
Jianchen Zhu and
Peng Chen and
Tian Liu and
Di Wang and
Yuhong Liu and
Linus and
Jie Jiang and
Jingwei Huang and
Chunchao Guo},
title = {Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready
{PBR} Material},
journal = {CoRR},
volume = {abs/2506.15442},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.15442},
doi = {10.48550/ARXIV.2506.15442},
eprinttype = {arXiv},
eprint = {2506.15442},
timestamp = {Thu, 01 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-15442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-21809,
author = {HunyuanWorld Team and
Zhenwei Wang and
Yuhao Liu and
Junta Wu and
Zixiao Gu and
Haoyuan Wang and
Xuhui Zuo and
Tianyu Huang and
Wenhuan Li and
Sheng Zhang and
Yihang Lian and
Yulin Tsai and
Lifu Wang and
Sicong Liu and
Puhua Jiang and
Xianghui Yang and
Dongyuan Guo and
Yixuan Tang and
Xinyue Mao and
Jiaao Yu and
Junlin Yu and
Jihong Zhang and
Meng Chen and
Liang Dong and
Yiwen Jia and
Chao Zhang and
Yonghao Tan and
Hao Zhang and
Zheng Ye and
Peng He and
Runzhou Wu and
Minghui Chen and
Zhan Li and
Wangchen Qin and
Lei Wang and
Yifu Sun and
Lin Niu and
Xiang Yuan and
Xiaofeng Yang and
Yingping He and
Jie Xiao and
Yangyu Tao and
Jianchen Zhu and
Jinbao Xue and
Kai Liu and
Chongqing Zhao and
Xinming Wu and
Tian Liu and
Peng Chen and
Di Wang and
Yuhong Liu and
Linus and
Jie Jiang and
Tengfei Wang and
Chunchao Guo},
title = {HunyuanWorld 1.0: Generating Immersive, Explorable, and Interactive
3D Worlds from Words or Pixels},
journal = {CoRR},
volume = {abs/2507.21809},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.21809},
doi = {10.48550/ARXIV.2507.21809},
eprinttype = {arXiv},
eprint = {2507.21809},
timestamp = {Thu, 01 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-21809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-17097,
author = {Lingkai Kong and
Haotian Sun and
Yuchen Zhuang and
Haorui Wang and
Wenhao Mu and
Chao Zhang},
title = {Two Birds with One Stone: Enhancing Uncertainty Quantification and
Interpretability with Graph Functional Neural Process},
journal = {CoRR},
volume = {abs/2508.17097},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.17097},
doi = {10.48550/ARXIV.2508.17097},
eprinttype = {arXiv},
eprint = {2508.17097},
timestamp = {Sun, 21 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-17097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-23951,
author = {Siyu Cao and
Hangting Chen and
Peng Chen and
Yiji Cheng and
Yutao Cui and
Xinchi Deng and
Ying Dong and
Kipper Gong and
Tianpeng Gu and
Xiusen Gu and
Tiankai Hang and
Duojun Huang and
Jie Jiang and
Zhengkai Jiang and
Weijie Kong and
Changlin Li and
Donghao Li and
Junzhe Li and
Xin Li and
Yang Li and
Zhenxi Li and
Zhimin Li and
Jiaxin Lin and
Linus and
Lucaz Liu and
Shu Liu and
Songtao Liu and
Yu Liu and
Yuhong Liu and
Yanxin Long and
Fanbin Lu and
Qinglin Lu and
Yuyang Peng and
Yuanbo Peng and
Xiangwei Shen and
Yixuan Shi and
Jiale Tao and
Yangyu Tao and
Qi Tian and
Pengfei Wan and
Chunyu Wang and
Kai Wang and
Lei Wang and
Linqing Wang and
Lucas Wang and
Qixun Wang and
Weiyan Wang and
Hao Wen and
Bing Wu and
Jianbing Wu and
Yue Wu and
Senhao Xie and
Fang Yang and
Miles Yang and
Xiaofeng Yang and
Xuan Yang and
Zhantao Yang and
Jingmiao Yu and
Zheng Yuan and
Chao Zhang and
Jian{-}Wei Zhang and
Peizhen Zhang and
Shi{-}Xue Zhang and
Tao Zhang and
Weigang Zhang and
Yepeng Zhang and
Yingfang Zhang and
Zihao Zhang and
Zijian Zhang and
Penghao Zhao and
Zhiyuan Zhao and
Xuefei Zhe and
Jianchen Zhu and
Zhao Zhong},
title = {HunyuanImage 3.0 Technical Report},
journal = {CoRR},
volume = {abs/2509.23951},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.23951},
doi = {10.48550/ARXIV.2509.23951},
eprinttype = {arXiv},
eprint = {2509.23951},
timestamp = {Mon, 30 Mar 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-23951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-07307,
author = {Rushi Qiang and
Yuchen Zhuang and
Anikait Singh and
Percy Liang and
Chao Zhang and
Sherry Yang and
Bo Dai},
title = {MLE-Smith: Scaling {MLE} Tasks with Automated Multi-Agent Pipeline},
journal = {CoRR},
volume = {abs/2510.07307},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.07307},
doi = {10.48550/ARXIV.2510.07307},
eprinttype = {arXiv},
eprint = {2510.07307},
timestamp = {Tue, 11 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-07307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-12121,
author = {Rongzhi Zhang and
Liqin Ye and
Yuzhao Heng and
Xiang Chen and
Tong Yu and
Lingkai Kong and
Sudheer Chava and
Chao Zhang},
title = {Precise Attribute Intensity Control in Large Language Models via Targeted
Representation Editing},
journal = {CoRR},
volume = {abs/2510.12121},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.12121},
doi = {10.48550/ARXIV.2510.12121},
eprinttype = {arXiv},
eprint = {2510.12121},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-12121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-21090,
author = {Qingru Zhang and
Liang Qiu and
Ilgee Hong and
Zhenghao Xu and
Tianyi Liu and
Shiyang Li and
Rongzhi Zhang and
Zheng Li and
Lihong Li and
Bing Yin and
Chao Zhang and
Jianshu Chen and
Haoming Jiang and
Tuo Zhao},
title = {Self-Rewarding {PPO:} Aligning Large Language Models with Demonstrations
Only},
journal = {CoRR},
volume = {abs/2510.21090},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.21090},
doi = {10.48550/ARXIV.2510.21090},
eprinttype = {arXiv},
eprint = {2510.21090},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-21090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2512-15567,
author = {Zhangde Song and
Jieyu Lu and
Yuanqi Du and
Botao Yu and
Thomas M. Pruyn and
Yue Huang and
Kehan Guo and
Xiuzhe Luo and
Yuanhao Qu and
Yi Qu and
Yinkai Wang and
Haorui Wang and
Jeff Guo and
Jingru Gan and
Parshin Shojaee and
Di Luo and
Andres M. Bran and
Gen Li and
Qiyuan Zhao and
Shao{-}Xiong Lennon Luo and
Yuxuan Zhang and
Xiang Zou and
Wanru Zhao and
Yifan F. Zhang and
Wucheng Zhang and
Shunan Zheng and
Saiyang Zhang and
Sartaaj Takrim Khan and
Mahyar Rajabi Kochi and
Samantha Paradi{-}Maropakis and
Tony Baltoiu and
Fengyu Xie and
Tianyang Chen and
Kexin Huang and
Weiliang Luo and
Meijing Fang and
Xin Yang and
Lixue Cheng and
Jiajun He and
Soha Hassoun and
Xiangliang Zhang and
Wei Wang and
Chandan K. Reddy and
Chao Zhang and
Zhiling Zheng and
Mengdi Wang and
Le Cong and
Carla P. Gomes and
Chang{-}Yu Hsieh and
Aditya Nandy and
Philippe Schwaller and
Heather J. Kulik and
Haojun Jia and
Huan Sun and
Seyed Mohamad Moosavi and
Chenru Duan},
title = {Evaluating Large Language Models in Scientific Discovery},
journal = {CoRR},
volume = {abs/2512.15567},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.15567},
doi = {10.48550/ARXIV.2512.15567},
eprinttype = {arXiv},
eprint = {2512.15567},
timestamp = {Tue, 21 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-15567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2512-21782,
author = {Yuanqi Du and
Botao Yu and
Tianyu Liu and
Tony Shen and
Junwu Chen and
Jan G. Rittig and
Kunyang Sun and
Yikun Zhang and
Zhangde Song and
Bo Zhou and
Cassandra Masschelein and
Yingze Wang and
Haorui Wang and
Haojun Jia and
Chao Zhang and
Hongyu Zhao and
Martin Ester and
Teresa Head{-}Gordon and
Carla P. Gomes and
Huan Sun and
Chenru Duan and
Philippe Schwaller and
Wengong Jin},
title = {Accelerating Scientific Discovery with Autonomous Goal-evolving Agents},
journal = {CoRR},
volume = {abs/2512.21782},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.21782},
doi = {10.48550/ARXIV.2512.21782},
eprinttype = {arXiv},
eprint = {2512.21782},
timestamp = {Fri, 08 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-21782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiKDYZM024,
author = {Yinghao Li and
Lingkai Kong and
Yuanqi Du and
Yue Yu and
Yuchen Zhuang and
Wenhao Mu and
Chao Zhang},
title = {MUBen: Benchmarking the Uncertainty of Molecular Representation Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qYceFeHgm4},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiKDYZM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QianZLMZH24,
author = {Wei Qian and
Chenxu Zhao and
Yangyi Li and
Fenglong Ma and
Chao Zhang and
Mengdi Huai},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Towards Modeling Uncertainties of Self-Explaining Neural Networks
via Conformal Prediction},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14651--14659},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29382},
doi = {10.1609/AAAI.V38I13.29382},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/QianZLMZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuS00YLZB24,
author = {Yue Yu and
Jiaming Shen and
Tianqi Liu and
Zhen Qin and
Jing Nathan Yan and
Jialu Liu and
Chao Zhang and
Michael Bendersky},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Explanation-aware Soft Ensemble Empowers Large Language Model In-context
Learning},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {14002--14024},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.755},
doi = {10.18653/V1/2024.ACL-LONG.755},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuS00YLZB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangS0W0HLBBZ24,
author = {Rongzhi Zhang and
Jiaming Shen and
Tianqi Liu and
Haorui Wang and
Zhen Qin and
Feng Han and
Jialu Liu and
Simon Baumgartner and
Michael Bendersky and
Chao Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference
Pairs},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
series = {Findings of {ACL}},
pages = {15623--15636},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.923},
doi = {10.18653/V1/2024.FINDINGS-ACL.923},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhangS0W0HLBBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HengDLYLZZ24,
author = {Yuzhao Heng and
Chunyuan Deng and
Yitong Li and
Yue Yu and
Yinghao Li and
Rongzhi Zhang and
Chao Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {ProgGen: Generating Named Entity Recognition Datasets Step-by-step
with Self-Reflexive Large Language Models},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
series = {Findings of {ACL}},
pages = {15992--16030},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.947},
doi = {10.18653/V1/2024.FINDINGS-ACL.947},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HengDLYLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KongSZWMZ24,
author = {Lingkai Kong and
Haotian Sun and
Yuchen Zhuang and
Haorui Wang and
Wenhao Mu and
Chao Zhang},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Two Birds with One Stone: Enhancing Uncertainty Quantification and
Interpretability with Graph Functional Neural Process},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
pages = {4582--4590},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/kong24a.html},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KongSZWMZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/JainRZYWGSZ24,
author = {Vidit Jain and
Mukund Rungta and
Yuchen Zhuang and
Yue Yu and
Zeyu Wang and
Mu Gao and
Jeffrey Skolnick and
Chao Zhang},
editor = {Yvette Graham and
Matthew Purver},
title = {HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 1:
Long Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {1354--1368},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-long.82},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/JainRZYWGSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BukharinLWYYLZZ24,
author = {Alexander Bukharin and
Shiyang Li and
Zhengyang Wang and
Jingfeng Yang and
Bing Yin and
Xian Li and
Chao Zhang and
Tuo Zhao and
Haoming Jiang},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Data Diversity Matters for Robust Instruction Tuning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
series = {Findings of {ACL}},
pages = {3411--3425},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.195},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.195},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/BukharinLWYYLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiR024,
author = {Yinghao Li and
Rampi Ramprasad and
Chao Zhang},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {A Simple but Effective Approach to Improve Structured Language Model
Output for Information Extraction},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
series = {Findings of {ACL}},
pages = {5133--5148},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.295},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.295},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiR024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0002SYZ0WHZ024,
author = {Ran Xu and
Wenqi Shi and
Yue Yu and
Yuchen Zhuang and
Yanqiao Zhu and
May Dongmei Wang and
Joyce C. Ho and
Chao Zhang and
Carl Yang},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {BMRetriever: Tuning Large Language Models as Better Biomedical Text
Retrievers},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {22234--22254},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.emnlp-main.1241},
doi = {10.18653/V1/2024.EMNLP-MAIN.1241},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0002SYZ0WHZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuangC0MBRS024,
author = {Yuchen Zhuang and
Xiang Chen and
Tong Yu and
Saayan Mitra and
Victor S. Bursztyn and
Ryan A. Rossi and
Somdeb Sarkhel and
Chao Zhang},
title = {ToolChain*: Efficient Action Space Navigation in Large Language Models
with A* Search},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=B6pQxqUcT8},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhuangC0MBRS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuKKZ0P24,
author = {Haoxin Liu and
Harshavardhan Kamarthi and
Lingkai Kong and
Zhiyuan Zhao and
Chao Zhang and
B. Aditya Prakash},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Time-Series Forecasting for Out-of-Distribution Generalization Using
Invariant Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {31312--31325},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/liu24ae.html},
timestamp = {Mon, 09 Feb 2026 15:35:36 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuKKZ0P24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunZ00024,
author = {Haotian Sun and
Yuchen Zhuang and
Wei Wei and
Chao Zhang and
Bo Dai},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {47280--47304},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/sun24p.html},
timestamp = {Mon, 09 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SunZ00024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangS0LBNZ24,
author = {Rongzhi Zhang and
Jiaming Shen and
Tianqi Liu and
Jialu Liu and
Michael Bendersky and
Marc Najork and
Chao Zhang},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher
to a Proxy Teacher},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {4278--4289},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671851},
doi = {10.1145/3637528.3671851},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangS0LBNZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiWZ24,
author = {Yinghao Li and
Haorui Wang and
Chao Zhang},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Assessing Logical Puzzle Solving in Large Language Models: Insights
from a Minesweeper Case Study},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {59--81},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.4},
doi = {10.18653/V1/2024.NAACL-LONG.4},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/LiWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/CheungZLSZGRZ24,
author = {Jerry Junyang Cheung and
Yuchen Zhuang and
Yinghao Li and
Pranav Shetty and
Wantian Zhao and
Sanjeev Grampurohit and
Rampi Ramprasad and
Chao Zhang},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {{POLYIE:} {A} Dataset of Information Extraction from Polymer Material
Scientific Literature},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {2370--2385},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.131},
doi = {10.18653/V1/2024.NAACL-LONG.131},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/CheungZLSZGRZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongWMDZZSZW024,
author = {Lingkai Kong and
Haorui Wang and
Wenhao Mu and
Yuanqi Du and
Yuchen Zhuang and
Yifei Zhou and
Yue Song and
Rongzhi Zhang and
Kai Wang and
Chao Zhang},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Aligning Large Language Models with Representation Editing: {A} Control
Perspective},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/41bba7b0f5c81e789a20bb16a370aeeb-Abstract-Conference.html},
timestamp = {Tue, 28 Oct 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KongWMDZZSZW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuXZKKSSCW0P24,
author = {Haoxin Liu and
Shangqing Xu and
Zhiyuan Zhao and
Lingkai Kong and
Harshavardhan Kamarthi and
Aditya B. Sasanur and
Megha Sharma and
Jiaming Cui and
Qingsong Wen and
Chao Zhang and
B. Aditya Prakash},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/8e7768122f3eeec6d77cd2b424b72413-Abstract-Datasets\_and\_Benchmarks\_Track.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuXZKKSSCW0P24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuangSYQWZ024,
author = {Yuchen Zhuang and
Haotian Sun and
Yue Yu and
Rushi Qiang and
Qifan Wang and
Chao Zhang and
Bo Dai},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {{HYDRA:} Model Factorization Framework for Black-Box {LLM} Personalization},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/b6b4906c1334656e97cc9968ccfca073-Abstract-Conference.html},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuangSYQWZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmcsa/JaganathanGAAZ24,
author = {Vishnu Jaganathan and
Deepak Gouda and
Kriti Arora and
Mohit Aggarwal and
Chao Zhang},
editor = {Nigel Davies and
Chenren Xu},
title = {Demo: On-Device Video Analysis with LLMs},
booktitle = {Proceedings of the 25th International Workshop on Mobile Computing
Systems and Applications, {HOTMOBILE} 2024, San Diego, CA, USA, February
28-29, 2024},
pages = {153},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638550.3643052},
doi = {10.1145/3638550.3643052},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wmcsa/JaganathanGAAZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01549,
author = {Wei Qian and
Chenxu Zhao and
Yangyi Li and
Fenglong Ma and
Chao Zhang and
Mengdi Huai},
title = {Towards Modeling Uncertainties of Self-explaining Neural Networks
via Conformal Prediction},
journal = {CoRR},
volume = {abs/2401.01549},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01549},
doi = {10.48550/ARXIV.2401.01549},
eprinttype = {arXiv},
eprint = {2401.01549},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06301,
author = {Shangqing Xu and
Chao Zhang},
title = {Misconfidence-based Demonstration Selection for {LLM} In-Context Learning},
journal = {CoRR},
volume = {abs/2401.06301},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06301},
doi = {10.48550/ARXIV.2401.06301},
eprinttype = {arXiv},
eprint = {2401.06301},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13849,
author = {Haorui Wang and
Rongzhi Zhang and
Yinghao Li and
Lingkai Kong and
Yuchen Zhuang and
Xiusi Chen and
Chao Zhang},
title = {{TPD:} Enhancing Student Language Model Reasoning via Principle Discovery
and Guidance},
journal = {CoRR},
volume = {abs/2401.13849},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13849},
doi = {10.48550/ARXIV.2401.13849},
eprinttype = {arXiv},
eprint = {2401.13849},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01696,
author = {Vidit Jain and
Mukund Rungta and
Yuchen Zhuang and
Yue Yu and
Zeyu Wang and
Mu Gao and
Jeffrey Skolnick and
Chao Zhang},
title = {HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification},
journal = {CoRR},
volume = {abs/2402.01696},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01696},
doi = {10.48550/ARXIV.2402.01696},
eprinttype = {arXiv},
eprint = {2402.01696},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08219,
author = {Haotian Sun and
Yuchen Zhuang and
Wei Wei and
Chao Zhang and
Bo Dai},
title = {BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models},
journal = {CoRR},
volume = {abs/2402.08219},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08219},
doi = {10.48550/ARXIV.2402.08219},
eprinttype = {arXiv},
eprint = {2402.08219},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13364,
author = {Yinghao Li and
Rampi Ramprasad and
Chao Zhang},
title = {A Simple but Effective Approach to Improve Structured Language Model
Output for Information Extraction},
journal = {CoRR},
volume = {abs/2402.13364},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13364},
doi = {10.48550/ARXIV.2402.13364},
eprinttype = {arXiv},
eprint = {2402.13364},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13542,
author = {Lingxi Zhang and
Yue Yu and
Kuan Wang and
Chao Zhang},
title = {{ARL2:} Aligning Retrievers for Black-box Large Language Models via
Self-guided Adaptive Relevance Labeling},
journal = {CoRR},
volume = {abs/2402.13542},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13542},
doi = {10.48550/ARXIV.2402.13542},
eprinttype = {arXiv},
eprint = {2402.13542},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18012,
author = {Lingkai Kong and
Yuanqi Du and
Wenhao Mu and
Kirill Neklyudov and
Valentin De Bortoli and
Haorui Wang and
Dongxia Wu and
Aaron M. Ferber and
Yi{-}An Ma and
Carla P. Gomes and
Chao Zhang},
title = {Diffusion Models as Constrained Samplers for Optimization with Unknown
Constraints},
journal = {CoRR},
volume = {abs/2402.18012},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18012},
doi = {10.48550/ARXIV.2402.18012},
eprinttype = {arXiv},
eprint = {2402.18012},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11103,
author = {Yuzhao Heng and
Chunyuan Deng and
Yitong Li and
Yue Yu and
Yinghao Li and
Rongzhi Zhang and
Chao Zhang},
title = {ProgGen: Generating Named Entity Recognition Datasets Step-by-step
with Self-Reflexive Large Language Models},
journal = {CoRR},
volume = {abs/2403.11103},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11103},
doi = {10.48550/ARXIV.2403.11103},
eprinttype = {arXiv},
eprint = {2403.11103},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18443,
author = {Ran Xu and
Wenqi Shi and
Yue Yu and
Yuchen Zhuang and
Yanqiao Zhu and
May D. Wang and
Joyce C. Ho and
Chao Zhang and
Carl Yang},
title = {BMRetriever: Tuning Large Language Models as Better Biomedical Text
Retrievers},
journal = {CoRR},
volume = {abs/2404.18443},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18443},
doi = {10.48550/ARXIV.2404.18443},
eprinttype = {arXiv},
eprint = {2404.18443},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-08748,
author = {Zhimin Li and
Jianwei Zhang and
Qin Lin and
Jiangfeng Xiong and
Yanxin Long and
Xinchi Deng and
Yingfang Zhang and
Xingchao Liu and
Minbin Huang and
Zedong Xiao and
Dayou Chen and
Jiajun He and
Jiahao Li and
Wenyue Li and
Chen Zhang and
Rongwei Quan and
Jianxiang Lu and
Jiabin Huang and
Xiaoyan Yuan and
Xiaoxiao Zheng and
Yixuan Li and
Jihong Zhang and
Chao Zhang and
Meng Chen and
Jie Liu and
Zheng Fang and
Weiyan Wang and
Jinbao Xue and
Yangyu Tao and
Jianchen Zhu and
Kai Liu and
Sihuan Lin and
Yifu Sun and
Yun Li and
Dongdong Wang and
Mingtao Chen and
Zhichao Hu and
Xiao Xiao and
Yan Chen and
Yuhong Liu and
Wei Liu and
Di Wang and
Yong Yang and
Jie Jiang and
Qinglin Lu},
title = {Hunyuan-DiT: {A} Powerful Multi-Resolution Diffusion Transformer with
Fine-Grained Chinese Understanding},
journal = {CoRR},
volume = {abs/2405.08748},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.08748},
doi = {10.48550/ARXIV.2405.08748},
eprinttype = {arXiv},
eprint = {2405.08748},
timestamp = {Wed, 28 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-08748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02886,
author = {Rongzhi Zhang and
Jiaming Shen and
Tianqi Liu and
Haorui Wang and
Zhen Qin and
Feng Han and
Jialu Liu and
Simon Baumgartner and
Michael Bendersky and
Chao Zhang},
title = {PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference
Pairs},
journal = {CoRR},
volume = {abs/2406.02886},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02886},
doi = {10.48550/ARXIV.2406.02886},
eprinttype = {arXiv},
eprint = {2406.02886},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02888,
author = {Yuchen Zhuang and
Haotian Sun and
Yue Yu and
Rushi Qiang and
Qifan Wang and
Chao Zhang and
Bo Dai},
title = {{HYDRA:} Model Factorization Framework for Black-Box {LLM} Personalization},
journal = {CoRR},
volume = {abs/2406.02888},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02888},
doi = {10.48550/ARXIV.2406.02888},
eprinttype = {arXiv},
eprint = {2406.02888},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-05954,
author = {Lingkai Kong and
Haorui Wang and
Wenhao Mu and
Yuanqi Du and
Yuchen Zhuang and
Yifei Zhou and
Yue Song and
Rongzhi Zhang and
Kai Wang and
Chao Zhang},
title = {Aligning Large Language Models with Representation Editing: {A} Control
Perspective},
journal = {CoRR},
volume = {abs/2406.05954},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.05954},
doi = {10.48550/ARXIV.2406.05954},
eprinttype = {arXiv},
eprint = {2406.05954},
timestamp = {Tue, 28 Oct 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-05954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08627,
author = {Haoxin Liu and
Shangqing Xu and
Zhiyuan Zhao and
Lingkai Kong and
Harshavardhan Kamarthi and
Aditya B. Sasanur and
Megha Sharma and
Jiaming Cui and
Qingsong Wen and
Chao Zhang and
B. Aditya Prakash},
title = {Time-MMD: {A} New Multi-Domain Multimodal Dataset for Time Series
Analysis},
journal = {CoRR},
volume = {abs/2406.08627},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08627},
doi = {10.48550/ARXIV.2406.08627},
eprinttype = {arXiv},
eprint = {2406.08627},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09130,
author = {Haoxin Liu and
Harshavardhan Kamarthi and
Lingkai Kong and
Zhiyuan Zhao and
Chao Zhang and
B. Aditya Prakash},
title = {Time-Series Forecasting for Out-of-Distribution Generalization Using
Invariant Learning},
journal = {CoRR},
volume = {abs/2406.09130},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09130},
doi = {10.48550/ARXIV.2406.09130},
eprinttype = {arXiv},
eprint = {2406.09130},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16976,
author = {Haorui Wang and
Marta Skreta and
Cher Tian Ser and
Wenhao Gao and
Lingkai Kong and
Felix Streith{-}Kalthoff and
Chenru Duan and
Yuchen Zhuang and
Yue Yu and
Yanqiao Zhu and
Yuanqi Du and
Al{\'{a}}n Aspuru{-}Guzik and
Kirill Neklyudov and
Chao Zhang},
title = {Efficient Evolutionary Search Over Chemical Space with Large Language
Models},
journal = {CoRR},
volume = {abs/2406.16976},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16976},
doi = {10.48550/ARXIV.2406.16976},
eprinttype = {arXiv},
eprint = {2406.16976},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-02641,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {Learning Graph Structures and Uncertainty for Accurate and Calibrated
Time-series Forecasting},
journal = {CoRR},
volume = {abs/2407.02641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.02641},
doi = {10.48550/ARXIV.2407.02641},
eprinttype = {arXiv},
eprint = {2407.02641},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-02641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15661,
author = {Jiahang Tu and
Wei Ji and
Hanbin Zhao and
Chao Zhang and
Roger Zimmermann and
Hui Qian},
title = {DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving},
journal = {CoRR},
volume = {abs/2407.15661},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15661},
doi = {10.48550/ARXIV.2407.15661},
eprinttype = {arXiv},
eprint = {2407.15661},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-13733,
author = {Kuan Wang and
Alexander Bukharin and
Haoming Jiang and
Qingyu Yin and
Zhengyang Wang and
Tuo Zhao and
Jingbo Shang and
Chao Zhang and
Bing Yin and
Xian Li and
Jianshu Chen and
Shiyang Li},
title = {{RNR:} Teaching Large Language Models to Follow Roles and Rules},
journal = {CoRR},
volume = {abs/2409.13733},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.13733},
doi = {10.48550/ARXIV.2409.13733},
eprinttype = {arXiv},
eprint = {2409.13733},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-13733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-20749,
author = {Changhao Li and
Yuchen Zhuang and
Rushi Qiang and
Haotian Sun and
Hanjun Dai and
Chao Zhang and
Bo Dai},
title = {Matryoshka: Learning to Drive Black-Box LLMs with LLMs},
journal = {CoRR},
volume = {abs/2410.20749},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.20749},
doi = {10.48550/ARXIV.2410.20749},
eprinttype = {arXiv},
eprint = {2410.20749},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-20749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuYCK0H0Y23,
author = {Ran Xu and
Yue Yu and
Hejie Cui and
Xuan Kan and
Yanqiao Zhu and
Joyce C. Ho and
Chao Zhang and
Carl Yang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Neighborhood-Regularized Self-Training for Learning with Few Labels},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {10611--10619},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26260},
doi = {10.1609/AAAI.V37I9.26260},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XuYCK0H0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZuoYJXYZZ23,
author = {Simiao Zuo and
Qingyu Yin and
Haoming Jiang and
Shaohui Xi and
Bing Yin and
Chao Zhang and
Tuo Zhao},
editor = {Sunayana Sitaram and
Beata Beigman Klebanov and
Jason D. Williams},
title = {Context-Aware Query Rewriting for Improving Users' Search Experience
on E-commerce Websites},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 5: Industry Track), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {616--628},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-industry.59},
doi = {10.18653/V1/2023.ACL-INDUSTRY.59},
timestamp = {Mon, 09 Feb 2026 16:39:35 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZuoYJXYZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuZXZSZ23,
author = {Yue Yu and
Rongzhi Zhang and
Ran Xu and
Jieyu Zhang and
Jiaming Shen and
Chao Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning:
{A} Prompt-based Uncertainty Propagation Approach},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {2499--2521},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.141},
doi = {10.18653/V1/2023.ACL-LONG.141},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuZXZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiGJYLYZY23,
author = {Shiyang Li and
Yifan Gao and
Haoming Jiang and
Qingyu Yin and
Zheng Li and
Xifeng Yan and
Chao Zhang and
Bing Yin},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Graph Reasoning for Question Answering with Triplet Retrieval},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
series = {Findings of {ACL}},
pages = {3366--3375},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.208},
doi = {10.18653/V1/2023.FINDINGS-ACL.208},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiGJYLYZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiLSZ23,
author = {Yinghao Li and
Colin Lockard and
Prashant Shiralkar and
Chao Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Extracting Shopping Interest-Related Product Types from the Web},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
series = {Findings of {ACL}},
pages = {7509--7525},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.474},
doi = {10.18653/V1/2023.FINDINGS-ACL.474},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiLSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuZZ0SZ23,
author = {Yue Yu and
Yuchen Zhuang and
Rongzhi Zhang and
Yu Meng and
Jiaming Shen and
Chao Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {ReGen: Zero-Shot Text Classification via Training Data Generation
with Progressive Dense Retrieval},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
series = {Findings of {ACL}},
pages = {11782--11805},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.748},
doi = {10.18653/V1/2023.FINDINGS-ACL.748},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuZZ0SZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhuangSZDWLZ23,
author = {Yuchen Zhuang and
Xin Shen and
Yan Zhao and
Chaosheng Dong and
Ming Wang and
Jin Li and
Chao Zhang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {{G-STO:} Sequential Main Shopping Intention Detection via Graph-Regularized
Stochastic Transformer},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3677--3687},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614890},
doi = {10.1145/3583780.3614890},
timestamp = {Sun, 19 Jan 2025 13:12:15 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhuangSZDWLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuYWZJGLLZYWZ23,
author = {Hui Liu and
Qingyu Yin and
Zhengyang Wang and
Chenwei Zhang and
Haoming Jiang and
Yifan Gao and
Zheng Li and
Xian Li and
Chao Zhang and
Bing Yin and
William Wang and
Xiaodan Zhu},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Knowledge-Selective Pretraining for Attribute Value Extraction},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
series = {Findings of {ACL}},
pages = {8062--8074},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.542},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.542},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LiuYWZJGLLZYWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001YLGNWYJZ23,
author = {Qi Zeng and
Qingyu Yin and
Zheng Li and
Yifan Gao and
Sreyashi Nag and
Zhengyang Wang and
Bing Yin and
Heng Ji and
Chao Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Improving Consistency for Text Summarization with Energy Functions},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
series = {Findings of {ACL}},
pages = {11925--11931},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.798},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.798},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0001YLGNWYJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/02000D00023,
author = {Yang Liu and
Xiang Ao and
Linfeng Dong and
Chao Zhang and
Jin Wang and
Qing He},
title = {Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding
: Extended Abstract},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3815--3816},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00334},
doi = {10.1109/ICDE55515.2023.00334},
timestamp = {Sun, 02 Nov 2025 21:27:15 +0100},
biburl = {https://dblp.org/rec/conf/icde/02000D00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KongCSZPZ23,
author = {Lingkai Kong and
Jiaming Cui and
Haotian Sun and
Yuchen Zhuang and
B. Aditya Prakash and
Chao Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Autoregressive Diffusion Model for Graph Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {17391--17408},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/kong23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KongCSZPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YuKCXZSZZNGZY23,
author = {Yue Yu and
Xuan Kan and
Hejie Cui and
Ran Xu and
Yujia Zheng and
Xiangchen Song and
Yanqiao Zhu and
Kun Zhang and
Razieh Nabi and
Ying Guo and
Chao Zhang and
Carl Yang},
title = {Deep Dag Learning of Effective Brain Connectivity for {FMRI} Analysis},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230429},
doi = {10.1109/ISBI53787.2023.10230429},
timestamp = {Sun, 07 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/YuKCXZSZZNGZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KamarthiKR0P23,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {When Rigidity Hurts: Soft Consistency Regularization for Probabilistic
Hierarchical Time Series Forecasting},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {1057--1072},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599547},
doi = {10.1145/3580305.3599547},
timestamp = {Wed, 05 Nov 2025 07:37:02 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KamarthiKR0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangYSCZ23,
author = {Rongzhi Zhang and
Yue Yu and
Jiaming Shen and
Xiquan Cui and
Chao Zhang},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Local Boosting for Weakly-Supervised Learning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3364--3375},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599417},
doi = {10.1145/3580305.3599417},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangYSCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuangYKCZ23,
author = {Yuchen Zhuang and
Yue Yu and
Lingkai Kong and
Xiang Chen and
Chao Zhang},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative
Modeling},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3674--3686},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599318},
doi = {10.1145/3580305.3599318},
timestamp = {Tue, 18 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuangYKCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KongKCPZ23,
author = {Lingkai Kong and
Harshavardhan Kamarthi and
Peng Chen and
B. Aditya Prakash and
Chao Zhang},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Uncertainty Quantification in Deep Learning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5809--5810},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599577},
doi = {10.1145/3580305.3599577},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KongKCPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/XuXRTZ23,
author = {Yanbo Xu and
Shangqing Xu and
Manav Ramprassad and
Alexey Tumanov and
Chao Zhang},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {TransEHR: Self-Supervised Transformer for Clinical Time Series Data},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {623--635},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/xu23a.html},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/XuXRTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BukharinLYZCZZZ23,
author = {Alexander Bukharin and
Yan Li and
Yue Yu and
Qingru Zhang and
Zhehui Chen and
Simiao Zuo and
Chao Zhang and
Songan Zhang and
Tuo Zhao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Robust Multi-Agent Reinforcement Learning via Adversarial Regularization:
Theoretical Foundation and Stable Algorithms},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d6f8517fceeca1e2cd61721dff786c14-Abstract-Conference.html},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BukharinLYZCZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunZK0Z23,
author = {Haotian Sun and
Yuchen Zhuang and
Lingkai Kong and
Bo Dai and
Chao Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {AdaPlanner: Adaptive Planning from Feedback with Language Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b5c8c1c117618267944b2617add0a766-Abstract-Conference.html},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SunZK0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuZZMRKSZ23,
author = {Yue Yu and
Yuchen Zhuang and
Jieyu Zhang and
Yu Meng and
Alexander J. Ratner and
Ranjay Krishna and
Jiaming Shen and
Chao Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Large Language Model as Attributed Training Data Generator: {A} Tale
of Diversity and Bias},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ae9500c4f5607caf2eff033c67daa9d7-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuZZMRKSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuangYWSZ23,
author = {Yuchen Zhuang and
Yue Yu and
Kuan Wang and
Haotian Sun and
Chao Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {ToolQA: {A} Dataset for {LLM} Question Answering with External Tools},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9cb2a7495900f8b602cb10159246a016-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuangYWSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/0003GZZSY23,
author = {Chen Luo and
Rahul Goutam and
Haiyang Zhang and
Chao Zhang and
Yangqiu Song and
Bing Yin},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Implicit Query Parsing at Amazon Product Search},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {3380--3384},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591858},
doi = {10.1145/3539618.3591858},
timestamp = {Wed, 25 Feb 2026 08:28:08 +0100},
biburl = {https://dblp.org/rec/conf/sigir/0003GZZSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JiaoZSZZ023,
author = {Yizhu Jiao and
Ming Zhong and
Jiaming Shen and
Yunyi Zhang and
Chao Zhang and
Jiawei Han},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Unsupervised Event Chain Mining from Multiple Documents},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1948--1959},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583295},
doi = {10.1145/3543507.3583295},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JiaoZSZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangLYCZYA23,
author = {Ruijie Wang and
Zheng Li and
Jingfeng Yang and
Tianyu Cao and
Chao Zhang and
Bing Yin and
Tarek F. Abdelzaher},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge
Graph Reasoning},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {2621--2632},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583407},
doi = {10.1145/3543507.3583407},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WangLYCZYA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03726,
author = {Ran Xu and
Yue Yu and
Hejie Cui and
Xuan Kan and
Yanqiao Zhu and
Joyce C. Ho and
Chao Zhang and
Carl Yang},
title = {Neighborhood-Regularized Self-Training for Learning with Few Labels},
journal = {CoRR},
volume = {abs/2301.03726},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03726},
doi = {10.48550/ARXIV.2301.03726},
eprinttype = {arXiv},
eprint = {2301.03726},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14898,
author = {Ruijie Wang and
Zheng Li and
Jingfeng Yang and
Tianyu Cao and
Chao Zhang and
Bing Yin and
Tarek F. Abdelzaher},
title = {Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge
Graph Reasoning},
journal = {CoRR},
volume = {abs/2303.14898},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14898},
doi = {10.48550/ARXIV.2303.14898},
eprinttype = {arXiv},
eprint = {2303.14898},
timestamp = {Tue, 03 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05010,
author = {Rongzhi Zhang and
Jiaming Shen and
Tianqi Liu and
Jialu Liu and
Michael Bendersky and
Marc Najork and
Chao Zhang},
title = {Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge
Distillation},
journal = {CoRR},
volume = {abs/2305.05010},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05010},
doi = {10.48550/ARXIV.2305.05010},
eprinttype = {arXiv},
eprint = {2305.05010},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10703,
author = {Yue Yu and
Yuchen Zhuang and
Rongzhi Zhang and
Yu Meng and
Jiaming Shen and
Chao Zhang},
title = {ReGen: Zero-Shot Text Classification via Training Data Generation
with Progressive Dense Retrieval},
journal = {CoRR},
volume = {abs/2305.10703},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10703},
doi = {10.48550/ARXIV.2305.10703},
eprinttype = {arXiv},
eprint = {2305.10703},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11480,
author = {Jie Huang and
Yifan Gao and
Zheng Li and
Jingfeng Yang and
Yangqiu Song and
Chao Zhang and
Zining Zhu and
Haoming Jiang and
Kevin Chen{-}Chuan Chang and
Bing Yin},
title = {CCGen: Explainable Complementary Concept Generation in E-Commerce},
journal = {CoRR},
volume = {abs/2305.11480},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11480},
doi = {10.48550/ARXIV.2305.11480},
eprinttype = {arXiv},
eprint = {2305.11480},
timestamp = {Tue, 03 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14549,
author = {Yinghao Li and
Colin Lockard and
Prashant Shiralkar and
Chao Zhang},
title = {Extracting Shopping Interest-Related Product Types from the Web},
journal = {CoRR},
volume = {abs/2305.14549},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14549},
doi = {10.48550/ARXIV.2305.14549},
eprinttype = {arXiv},
eprint = {2305.14549},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16653,
author = {Haotian Sun and
Yuchen Zhuang and
Lingkai Kong and
Bo Dai and
Chao Zhang},
title = {AdaPlanner: Adaptive Planning from Feedback with Language Models},
journal = {CoRR},
volume = {abs/2305.16653},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16653},
doi = {10.48550/ARXIV.2305.16653},
eprinttype = {arXiv},
eprint = {2305.16653},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18742,
author = {Shiyang Li and
Yifan Gao and
Haoming Jiang and
Qingyu Yin and
Zheng Li and
Xifeng Yan and
Chao Zhang and
Bing Yin},
title = {Graph Reasoning for Question Answering with Triplet Retrieval},
journal = {CoRR},
volume = {abs/2305.18742},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18742},
doi = {10.48550/ARXIV.2305.18742},
eprinttype = {arXiv},
eprint = {2305.18742},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19395,
author = {Yuchen Zhuang and
Yue Yu and
Lingkai Kong and
Xiang Chen and
Chao Zhang},
title = {DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative
Modeling},
journal = {CoRR},
volume = {abs/2305.19395},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19395},
doi = {10.48550/ARXIV.2305.19395},
eprinttype = {arXiv},
eprint = {2305.19395},
timestamp = {Tue, 18 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02859,
author = {Rongzhi Zhang and
Yue Yu and
Jiaming Shen and
Xiquan Cui and
Chao Zhang},
title = {Local Boosting for Weakly-Supervised Learning},
journal = {CoRR},
volume = {abs/2306.02859},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02859},
doi = {10.48550/ARXIV.2306.02859},
eprinttype = {arXiv},
eprint = {2306.02859},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10060,
author = {Yinghao Li and
Lingkai Kong and
Yuanqi Du and
Yue Yu and
Yuchen Zhuang and
Wenhao Mu and
Chao Zhang},
title = {MUBen: Benchmarking the Uncertainty of Pre-Trained Models for Molecular
Property Prediction},
journal = {CoRR},
volume = {abs/2306.10060},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10060},
doi = {10.48550/ARXIV.2306.10060},
eprinttype = {arXiv},
eprint = {2306.10060},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13304,
author = {Yuchen Zhuang and
Yue Yu and
Kuan Wang and
Haotian Sun and
Chao Zhang},
title = {ToolQA: {A} Dataset for {LLM} Question Answering with External Tools},
journal = {CoRR},
volume = {abs/2306.13304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13304},
doi = {10.48550/ARXIV.2306.13304},
eprinttype = {arXiv},
eprint = {2306.13304},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14314,
author = {Yuchen Zhuang and
Xin Shen and
Yan Zhao and
Chaosheng Dong and
Ming Wang and
Jin Li and
Chao Zhang},
title = {{G-STO:} Sequential Main Shopping Intention Detection via Graph-Regularized
Stochastic Transformer},
journal = {CoRR},
volume = {abs/2306.14314},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14314},
doi = {10.48550/ARXIV.2306.14314},
eprinttype = {arXiv},
eprint = {2306.14314},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15895,
author = {Yue Yu and
Yuchen Zhuang and
Jieyu Zhang and
Yu Meng and
Alexander Ratner and
Ranjay Krishna and
Jiaming Shen and
Chao Zhang},
title = {Large Language Model as Attributed Training Data Generator: {A} Tale
of Diversity and Bias},
journal = {CoRR},
volume = {abs/2306.15895},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15895},
doi = {10.48550/ARXIV.2306.15895},
eprinttype = {arXiv},
eprint = {2306.15895},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08849,
author = {Lingkai Kong and
Jiaming Cui and
Haotian Sun and
Yuchen Zhuang and
B. Aditya Prakash and
Chao Zhang},
title = {Autoregressive Diffusion Model for Graph Generation},
journal = {CoRR},
volume = {abs/2307.08849},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08849},
doi = {10.48550/ARXIV.2307.08849},
eprinttype = {arXiv},
eprint = {2307.08849},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05889,
author = {Lingkai Kong and
Wenhao Mu and
Jiaming Cui and
Yuchen Zhuang and
B. Aditya Prakash and
Bo Dai and
Chao Zhang},
title = {{DF2:} Distribution-Free Decision-Focused Learning},
journal = {CoRR},
volume = {abs/2308.05889},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05889},
doi = {10.48550/ARXIV.2308.05889},
eprinttype = {arXiv},
eprint = {2308.05889},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14115,
author = {Zining Zhu and
Haoming Jiang and
Jingfeng Yang and
Sreyashi Nag and
Chao Zhang and
Jie Huang and
Yifan Gao and
Frank Rudzicz and
Bing Yin},
title = {Situated Natural Language Explanations},
journal = {CoRR},
volume = {abs/2308.14115},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14115},
doi = {10.48550/ARXIV.2308.14115},
eprinttype = {arXiv},
eprint = {2308.14115},
timestamp = {Tue, 03 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10810,
author = {Alexander Bukharin and
Yan Li and
Yue Yu and
Qingru Zhang and
Zhehui Chen and
Simiao Zuo and
Chao Zhang and
Songan Zhang and
Tuo Zhao},
title = {Robust Multi-Agent Reinforcement Learning via Adversarial Regularization:
Theoretical Foundation and Stable Algorithms},
journal = {CoRR},
volume = {abs/2310.10810},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10810},
doi = {10.48550/ARXIV.2310.10810},
eprinttype = {arXiv},
eprint = {2310.10810},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13227,
author = {Yuchen Zhuang and
Xiang Chen and
Tong Yu and
Saayan Mitra and
Victor S. Bursztyn and
Ryan A. Rossi and
Somdeb Sarkhel and
Chao Zhang},
title = {ToolChain*: Efficient Action Space Navigation in Large Language Models
with A* Search},
journal = {CoRR},
volume = {abs/2310.13227},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13227},
doi = {10.48550/ARXIV.2310.13227},
eprinttype = {arXiv},
eprint = {2310.13227},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07099,
author = {Yue Yu and
Jiaming Shen and
Tianqi Liu and
Zhen Qin and
Jing Nathan Yan and
Jialu Liu and
Chao Zhang and
Michael Bendersky},
title = {Explanation-aware Soft Ensemble Empowers Large Language Model In-context
Learning},
journal = {CoRR},
volume = {abs/2311.07099},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07099},
doi = {10.48550/ARXIV.2311.07099},
eprinttype = {arXiv},
eprint = {2311.07099},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07387,
author = {Yinghao Li and
Haorui Wang and
Chao Zhang},
title = {Assessing Logical Puzzle Solving in Large Language Models: Insights
from a Minesweeper Case Study},
journal = {CoRR},
volume = {abs/2311.07387},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07387},
doi = {10.48550/ARXIV.2311.07387},
eprinttype = {arXiv},
eprint = {2311.07387},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07715,
author = {Jerry Junyang Cheung and
Yuchen Zhuang and
Yinghao Li and
Pranav Shetty and
Wantian Zhao and
Sanjeev Grampurohit and
Rampi Ramprasad and
Chao Zhang},
title = {PolyIE: {A} Dataset of Information Extraction from Polymer Material
Scientific Literature},
journal = {CoRR},
volume = {abs/2311.07715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07715},
doi = {10.48550/ARXIV.2311.07715},
eprinttype = {arXiv},
eprint = {2311.07715},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuADZWH22,
author = {Yang Liu and
Xiang Ao and
Linfeng Dong and
Chao Zhang and
Jin Wang and
Qing He},
title = {Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {1},
pages = {462--474},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2983892},
doi = {10.1109/TKDE.2020.2983892},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuADZWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YaoCZMDB22,
author = {Di Yao and
Gao Cong and
Chao Zhang and
Xuying Meng and
Rongchang Duan and
Jingping Bi},
title = {A Linear Time Approach to Computing Time Series Similarity Based on
Deep Metric Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {10},
pages = {4554--4571},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3047070},
doi = {10.1109/TKDE.2020.3047070},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YaoCZMDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangYSSZ22,
author = {Rongzhi Zhang and
Yue Yu and
Pranav Shetty and
Le Song and
Chao Zhang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised
Learning},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {745--758},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.55},
doi = {10.18653/V1/2022.ACL-LONG.55},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangYSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YuKCXZSZZNGZY22,
author = {Yue Yu and
Xuan Kan and
Hejie Cui and
Ran Xu and
Yujia Zheng and
Xiangchen Song and
Yanqiao Zhu and
Kun Zhang and
Razieh Nabi and
Ying Guo and
Chao Zhang and
Carl Yang},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Learning Task-Aware Effective Brain Connectivity for fMRI Analysis
with Graph Neural Networks (Extended Abstract)},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4995--4996},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020955},
doi = {10.1109/BIGDATA55660.2022.10020955},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/YuKCXZSZZNGZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhuangLZYMCSZ22,
author = {Yuchen Zhuang and
Yinghao Li and
Junyang Zhang and
Yue Yu and
Yingjun Mou and
Xiang Chen and
Le Song and
Chao Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {ReSel: N-ary Relation Extraction from Scientific Text and Tables by
Learning to Retrieve and Select},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {730--744},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.46},
doi = {10.18653/V1/2022.EMNLP-MAIN.46},
timestamp = {Tue, 18 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhuangLZYMCSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YuXSZO22,
author = {Yue Yu and
Chenyan Xiong and
Si Sun and
Chao Zhang and
Arnold Overwijk},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{COCO-DR:} Combating the Distribution Shift in Zero-Shot Dense Retrieval
with Contrastive and Distributionally Robust Learning},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {1462--1479},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.95},
doi = {10.18653/V1/2022.EMNLP-MAIN.95},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YuXSZO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiSZ22,
author = {Yinghao Li and
Le Song and
Chao Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Sparse Conditional Hidden Markov Model for Weakly Supervised Named
Entity Recognition},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {978--988},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539247},
doi = {10.1145/3534678.3539247},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangWCZ22,
author = {Rongzhi Zhang and
Rebecca West and
Xiquan Cui and
Chao Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible
Products Prediction},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4521--4529},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539208},
doi = {10.1145/3534678.3539208},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangWCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/XuYZAHY22,
author = {Ran Xu and
Yue Yu and
Chao Zhang and
Mohammed K. Ali and
Joyce C. Ho and
Carl Yang},
editor = {Antonio Parziale and
Monica Agrawal and
Shalmali Joshi and
Irene Y. Chen and
Shengpu Tang and
Luis Oala and
Adarsh Subbaswamy},
title = {Counterfactual and Factual Reasoning over Hypergraphs for Interpretable
Clinical Predictions on {EHR}},
booktitle = {Machine Learning for Health, {ML4H} 2022, 28 November 2022, New Orleans,
Lousiana, {USA} {\&} Virtual},
series = {Proceedings of Machine Learning Research},
pages = {259--278},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v193/xu22a.html},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/XuYZAHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/FengLYYZZ22,
author = {Rui Feng and
Chen Luo and
Qingyu Yin and
Bing Yin and
Tuo Zhao and
Chao Zhang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{CERES:} Pretraining of Graph-Conditioned Transformer for Semi-Structured
Session Data},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {219--230},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.16},
doi = {10.18653/V1/2022.NAACL-MAIN.16},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/FengLYYZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZuoYLJEZZZ22,
author = {Simiao Zuo and
Yue Yu and
Chen Liang and
Haoming Jiang and
Siawpeng Er and
Chao Zhang and
Tuo Zhao and
Hongyuan Zha},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Self-Training with Differentiable Teacher},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
series = {Findings of {ACL}},
pages = {933--949},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.70},
doi = {10.18653/V1/2022.FINDINGS-NAACL.70},
timestamp = {Tue, 27 Jan 2026 20:14:34 +0100},
biburl = {https://dblp.org/rec/conf/naacl/ZuoYLJEZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/YuKZZZ22,
author = {Yue Yu and
Lingkai Kong and
Jieyu Zhang and
Rongzhi Zhang and
Chao Zhang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning
of Pretrained Language Models},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1422--1436},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.102},
doi = {10.18653/V1/2022.NAACL-MAIN.102},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/YuKZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongCZFPZ22,
author = {Lingkai Kong and
Jiaming Cui and
Yuchen Zhuang and
Rui Feng and
B. Aditya Prakash and
Chao Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {End-to-end Stochastic Optimization with Energy-based Model},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/49cf35ff2298c10452db99d08036805b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KongCZFPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KamarthiKR0P22,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3174--3185},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512037},
doi = {10.1145/3485447.3512037},
timestamp = {Sun, 19 Jan 2025 13:09:58 +0100},
biburl = {https://dblp.org/rec/conf/www/KamarthiKR0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05433,
author = {Jieyu Zhang and
Cheng{-}Yu Hsieh and
Yue Yu and
Chao Zhang and
Alexander Ratner},
title = {A Survey on Programmatic Weak Supervision},
journal = {CoRR},
volume = {abs/2202.05433},
year = {2022},
url = {https://arxiv.org/abs/2202.05433},
eprinttype = {arXiv},
eprint = {2202.05433},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09735,
author = {Rongzhi Zhang and
Yue Yu and
Pranav Shetty and
Le Song and
Chao Zhang},
title = {PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive
Weakly-Supervised Learning},
journal = {CoRR},
volume = {abs/2203.09735},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09735},
doi = {10.48550/ARXIV.2203.09735},
eprinttype = {arXiv},
eprint = {2203.09735},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15802,
author = {Qi Zhu and
Chao Zhang and
Chanyoung Park and
Carl Yang and
Jiawei Han},
title = {Shift-Robust Node Classification via Graph Adversarial Clustering},
journal = {CoRR},
volume = {abs/2203.15802},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15802},
doi = {10.48550/ARXIV.2203.15802},
eprinttype = {arXiv},
eprint = {2203.15802},
timestamp = {Mon, 03 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04303,
author = {Rui Feng and
Chen Luo and
Qingyu Yin and
Bing Yin and
Tuo Zhao and
Chao Zhang},
title = {{CERES:} Pretraining of Graph-Conditioned Transformer for Semi-Structured
Session Data},
journal = {CoRR},
volume = {abs/2204.04303},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04303},
doi = {10.48550/ARXIV.2204.04303},
eprinttype = {arXiv},
eprint = {2204.04303},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14228,
author = {Yinghao Li and
Le Song and
Chao Zhang},
title = {Sparse Conditional Hidden Markov Model for Weakly Supervised Named
Entity Recognition},
journal = {CoRR},
volume = {abs/2205.14228},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14228},
doi = {10.48550/ARXIV.2205.14228},
eprinttype = {arXiv},
eprint = {2205.14228},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07940,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {{PROFHIT:} Probabilistic Robust Forecasting for Hierarchical Time-series},
journal = {CoRR},
volume = {abs/2206.07940},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07940},
doi = {10.48550/ARXIV.2206.07940},
eprinttype = {arXiv},
eprint = {2206.07940},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13749,
author = {Rongzhi Zhang and
Rebecca West and
Xiquan Cui and
Chao Zhang},
title = {Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible
Products Prediction},
journal = {CoRR},
volume = {abs/2206.13749},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13749},
doi = {10.48550/ARXIV.2206.13749},
eprinttype = {arXiv},
eprint = {2206.13749},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10241,
author = {Mengyang Liu and
Haozheng Luo and
Leonard Thong and
Yinghao Li and
Chao Zhang and
Le Song},
title = {SciAnnotate: {A} Tool for Integrating Weak Labeling Sources for Sequence
Labeling},
journal = {CoRR},
volume = {abs/2208.10241},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10241},
doi = {10.48550/ARXIV.2208.10241},
eprinttype = {arXiv},
eprint = {2208.10241},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06995,
author = {Yue Yu and
Rongzhi Zhang and
Ran Xu and
Jieyu Zhang and
Jiaming Shen and
Chao Zhang},
title = {Cold-Start Data Selection for Few-shot Language Model Fine-tuning:
{A} Prompt-Based Uncertainty Propagation Approach},
journal = {CoRR},
volume = {abs/2209.06995},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06995},
doi = {10.48550/ARXIV.2209.06995},
eprinttype = {arXiv},
eprint = {2209.06995},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07584,
author = {Simiao Zuo and
Qingyu Yin and
Haoming Jiang and
Shaohui Xi and
Bing Yin and
Chao Zhang and
Tuo Zhao},
title = {Context-Aware Query Rewriting for Improving Users' Search Experience
on E-commerce Websites},
journal = {CoRR},
volume = {abs/2209.07584},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07584},
doi = {10.48550/ARXIV.2209.07584},
eprinttype = {arXiv},
eprint = {2209.07584},
timestamp = {Fri, 06 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14427,
author = {Yuchen Zhuang and
Yinghao Li and
Jerry Junyang Cheung and
Yue Yu and
Yingjun Mou and
Xiang Chen and
Le Song and
Chao Zhang},
title = {ReSel: N-ary Relation Extraction from Scientific Text and Tables by
Learning to Retrieve and Select},
journal = {CoRR},
volume = {abs/2210.14427},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14427},
doi = {10.48550/ARXIV.2210.14427},
eprinttype = {arXiv},
eprint = {2210.14427},
timestamp = {Tue, 18 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15212,
author = {Yue Yu and
Chenyan Xiong and
Si Sun and
Chao Zhang and
Arnold Overwijk},
title = {{COCO-DR:} Combating Distribution Shifts in Zero-Shot Dense Retrieval
with Contrastive and Distributionally Robust Learning},
journal = {CoRR},
volume = {abs/2210.15212},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15212},
doi = {10.48550/ARXIV.2210.15212},
eprinttype = {arXiv},
eprint = {2210.15212},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00261,
author = {Yue Yu and
Xuan Kan and
Hejie Cui and
Ran Xu and
Yujia Zheng and
Xiangchen Song and
Yanqiao Zhu and
Kun Zhang and
Razieh Nabi and
Ying Guo and
Chao Zhang and
Carl Yang},
title = {Learning Task-Aware Effective Brain Connectivity for fMRI Analysis
with Graph Neural Networks},
journal = {CoRR},
volume = {abs/2211.00261},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00261},
doi = {10.48550/ARXIV.2211.00261},
eprinttype = {arXiv},
eprint = {2211.00261},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13837,
author = {Lingkai Kong and
Jiaming Cui and
Yuchen Zhuang and
Rui Feng and
B. Aditya Prakash and
Chao Zhang},
title = {End-to-End Stochastic Optimization with Energy-Based Model},
journal = {CoRR},
volume = {abs/2211.13837},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13837},
doi = {10.48550/ARXIV.2211.13837},
eprinttype = {arXiv},
eprint = {2211.13837},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/YuHZGSX21,
author = {Yue Yu and
Kexin Huang and
Chao Zhang and
Lucas M. Glass and
Jimeng Sun and
Cao Xiao},
title = {SumGNN: multi-typed drug interaction prediction via efficient knowledge
graph summarization},
journal = {Bioinform.},
volume = {37},
number = {18},
pages = {2988--2995},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab207},
doi = {10.1093/BIOINFORMATICS/BTAB207},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/YuHZGSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShiLCZZK21,
author = {Hongzhi Shi and
Yong Li and
Hancheng Cao and
Xiangxin Zhou and
Chao Zhang and
Vassilis Kostakos},
title = {Semantics-Aware Hidden Markov Model for Human Mobility},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {3},
pages = {1183--1194},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2937296},
doi = {10.1109/TKDE.2019.2937296},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShiLCZZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiSLZS20,
author = {Yinghao Li and
Pranav Shetty and
Lucas Liu and
Chao Zhang and
Le Song},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised
Named Entity Recognition},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {6178--6190},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.482},
doi = {10.18653/V1/2021.ACL-LONG.482},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiSLZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangCZG21,
author = {Yaqing Wang and
Haoda Chu and
Chao Zhang and
Jing Gao},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Learning from Language Description: Low-shot Named Entity Recognition
via Decomposed Framework},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
series = {Findings of {ACL}},
pages = {1618--1630},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.139},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.139},
timestamp = {Tue, 27 Jan 2026 20:14:34 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangCZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/YuZJRZZ21,
author = {Yue Yu and
Simiao Zuo and
Haoming Jiang and
Wendi Ren and
Tuo Zhao and
Chao Zhang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Fine-Tuning Pre-trained Language Model with Weak Supervision: {A}
Contrastive-Regularized Self-Training Approach},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {1063--1077},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.84},
doi = {10.18653/V1/2021.NAACL-MAIN.84},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/YuZJRZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuYXWZH21,
author = {Qi Zhu and
Carl Yang and
Yidan Xu and
Haonan Wang and
Chao Zhang and
Jiawei Han},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Transfer Learning of Graph Neural Networks with Ego-graph Information
Maximization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1766--1779},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0dd6049f5fa537d41753be6d37859430-Abstract.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuYXWZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KamarthiKRZP21,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {When in Doubt: Neural Non-Parametric Uncertainty Quantification for
Epidemic Forecasting},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19796--19807},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a4a1108bbcc329a70efa93d7bf060914-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KamarthiKRZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12369,
author = {Wei Zeng and
Xiaozhe Ren and
Teng Su and
Hui Wang and
Yi Liao and
Zhiwei Wang and
Xin Jiang and
ZhenZhang Yang and
Kaisheng Wang and
Xiaoda Zhang and
Chen Li and
Ziyan Gong and
Yifan Yao and
Xinjing Huang and
Jun Wang and
Jianfeng Yu and
Qi Guo and
Yue Yu and
Yan Zhang and
Jin Wang and
Hengtao Tao and
Dasen Yan and
Zexuan Yi and
Fang Peng and
Fangqing Jiang and
Han Zhang and
Lingfeng Deng and
Yehong Zhang and
Zhe Lin and
Chao Zhang and
Shaojie Zhang and
Mingyue Guo and
Shanzhi Gu and
Gaojun Fan and
Yaowei Wang and
Xuefeng Jin and
Qun Liu and
Yonghong Tian},
title = {PanGu-{\(\alpha\)}: Large-scale Autoregressive Pretrained Chinese
Language Models with Auto-parallel Computation},
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eprint = {2104.12369},
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Pranav Shetty and
Lucas Liu and
Chao Zhang and
Le Song},
title = {BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised
Named Entity Recognition},
journal = {CoRR},
volume = {abs/2105.12848},
year = {2021},
url = {https://arxiv.org/abs/2105.12848},
eprinttype = {arXiv},
eprint = {2105.12848},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {When in Doubt: Neural Non-Parametric Uncertainty Quantification for
Epidemic Forecasting},
journal = {CoRR},
volume = {abs/2106.03904},
year = {2021},
url = {https://arxiv.org/abs/2106.03904},
eprinttype = {arXiv},
eprint = {2106.03904},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03904.bib},
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author = {Yaqing Wang and
Haoda Chu and
Chao Zhang and
Jing Gao},
title = {Learning from Language Description: Low-shot Named Entity Recognition
via Decomposed Framework},
journal = {CoRR},
volume = {abs/2109.05357},
year = {2021},
url = {https://arxiv.org/abs/2109.05357},
eprinttype = {arXiv},
eprint = {2109.05357},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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Yue Yu and
Chen Liang and
Haoming Jiang and
Siawpeng Er and
Chao Zhang and
Tuo Zhao and
Hongyuan Zha},
title = {Self-Training with Differentiable Teacher},
journal = {CoRR},
volume = {abs/2109.07049},
year = {2021},
url = {https://arxiv.org/abs/2109.07049},
eprinttype = {arXiv},
eprint = {2109.07049},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting},
journal = {CoRR},
volume = {abs/2109.07438},
year = {2021},
url = {https://arxiv.org/abs/2109.07438},
eprinttype = {arXiv},
eprint = {2109.07438},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07438.bib},
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author = {Yue Yu and
Lingkai Kong and
Jieyu Zhang and
Rongzhi Zhang and
Chao Zhang},
title = {{ATM:} An Uncertainty-aware Active Self-training Framework for Label-efficient
Text Classification},
journal = {CoRR},
volume = {abs/2112.08787},
year = {2021},
url = {https://arxiv.org/abs/2112.08787},
eprinttype = {arXiv},
eprint = {2112.08787},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Jiawei Han},
title = {Unsupervised Word Embedding Learning by Incorporating Local and Global
Contexts},
journal = {Frontiers Big Data},
volume = {3},
pages = {9},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00009},
doi = {10.3389/FDATA.2020.00009},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MengHWWZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Luming Zhang and
Mingliang Xu and
Jianwei Yin and
Chao Zhang and
Ling Shao},
title = {Weakly Supervised Complets Ranking for Deep Image Quality Modeling},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {12},
pages = {5041--5054},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2962548},
doi = {10.1109/TNNLS.2019.2962548},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangXYZS20.bib},
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author = {Carl Yang and
Liyuan Liu and
Mengxiong Liu and
Zongyi Wang and
Chao Zhang and
Jiawei Han},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Graph Clustering with Embedding Propagation},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {858--867},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378031},
doi = {10.1109/BIGDATA50022.2020.9378031},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/YangLLW0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lingkai Kong and
Haoming Jiang and
Yuchen Zhuang and
Jie Lyu and
Tuo Zhao and
Chao Zhang},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution
Data},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {1326--1340},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.102},
doi = {10.18653/V1/2020.EMNLP-MAIN.102},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KongJZLZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Wendi Ren and
Yinghao Li and
Hanting Su and
David Kartchner and
Cassie S. Mitchell and
Chao Zhang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Denoising Multi-Source Weak Supervision for Neural Text Classification},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
pages = {3739--3754},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.334},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.334},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RenLSKMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/emnlp/ZhangYZ20,
author = {Rongzhi Zhang and
Yue Yu and
Chao Zhang},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {8566--8579},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.691},
doi = {10.18653/V1/2020.EMNLP-MAIN.691},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Chenyan Xiong and
Heng Ji and
Chao Zhang and
Jiawei Han},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Text Classification Using Label Names Only: {A} Language Model Self-Training
Approach},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {9006--9017},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.724},
doi = {10.18653/V1/2020.EMNLP-MAIN.724},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MengZHXJZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lingkai Kong and
Jimeng Sun and
Chao Zhang},
title = {SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {5405--5415},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kong20b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KongSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yue Yu and
Yinghao Li and
Jiaming Shen and
Hao Feng and
Jimeng Sun and
Chao Zhang},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{STEAM:} Self-Supervised Taxonomy Expansion with Mini-Paths},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1026--1035},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403145},
doi = {10.1145/3394486.3403145},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YuLSFSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Chen Liang and
Yue Yu and
Haoming Jiang and
Siawpeng Er and
Ruijia Wang and
Tuo Zhao and
Chao Zhang},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{BOND:} BERT-Assisted Open-Domain Named Entity Recognition with Distant
Supervision},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1054--1064},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403149},
doi = {10.1145/3394486.3403149},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiangYJEWZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Kejing Yin and
Ardavan Afshar and
Joyce C. Ho and
William K. Cheung and
Chao Zhang and
Jimeng Sun},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {LogPar: Logistic {PARAFAC2} Factorization for Temporal Binary Data
with Missing Values},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1625--1635},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403213},
doi = {10.1145/3394486.3403213},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinAHCZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Yu Zhang and
Chao Zhang and
Jiawei Han},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1908--1917},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403242},
doi = {10.1145/3394486.3403242},
timestamp = {Tue, 21 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MengZH0Z020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Wanzheng Zhu and
Hongyu Gong and
Jiaming Shen and
Chao Zhang and
Jingbo Shang and
Suma Bhat and
Jiawei Han},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {{FUSE:} Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
pages = {617--632},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_37},
doi = {10.1007/978-3-030-67664-3\_37},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuGS0SB020.bib},
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author = {Honglei Zhuang and
Fang Guo and
Chao Zhang and
Liyuan Liu and
Jiawei Han},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Joint Aspect-Sentiment Analysis with Minimal User Guidance},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1241--1250},
publisher = {{ACM}},
year = {2020},
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doi = {10.1145/3397271.3401179},
timestamp = {Sun, 19 Jan 2025 13:11:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ZhuangGZLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Huajie Shao and
Dachun Sun and
Jiahao Wu and
Zecheng Zhang and
Aston Zhang and
Shuochao Yao and
Shengzhong Liu and
Tianshi Wang and
Chao Zhang and
Tarek F. Abdelzaher},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {paper2repo: GitHub Repository Recommendation for Academic Papers},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {629--639},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380145},
doi = {10.1145/3366423.3380145},
timestamp = {Thu, 09 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ShaoSWZZYLWZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Yu Zhang and
Jiawei Han},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Discriminative Topic Mining via Category-Name Guided Text Embedding},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2121--2132},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380278},
doi = {10.1145/3366423.3380278},
timestamp = {Tue, 21 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/MengHWWZZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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Jiahao Wu and
Zecheng Zhang and
Aston Zhang and
Shuochao Yao and
Shengzhong Liu and
Tianshi Wang and
Chao Zhang and
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title = {paper2repo: GitHub Repository Recommendation for Academic Papers},
journal = {CoRR},
volume = {abs/2004.06059},
year = {2020},
url = {https://arxiv.org/abs/2004.06059},
eprinttype = {arXiv},
eprint = {2004.06059},
timestamp = {Fri, 10 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Shi Zhi and
Liyuan Liu and
Yu Zhang and
Shiyin Wang and
Qi Li and
Chao Zhang and
Jiawei Han},
title = {Partially-Typed {NER} Datasets Integration: Connecting Practice to
Theory},
journal = {CoRR},
volume = {abs/2005.00502},
year = {2020},
url = {https://arxiv.org/abs/2005.00502},
eprinttype = {arXiv},
eprint = {2005.00502},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yue Yu and
Yinghao Li and
Jiaming Shen and
Hao Feng and
Jimeng Sun and
Chao Zhang},
title = {{STEAM:} Self-Supervised Taxonomy Expansion with Mini-Paths},
journal = {CoRR},
volume = {abs/2006.10217},
year = {2020},
url = {https://arxiv.org/abs/2006.10217},
eprinttype = {arXiv},
eprint = {2006.10217},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
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author = {Chen Liang and
Yue Yu and
Haoming Jiang and
Siawpeng Er and
Ruijia Wang and
Tuo Zhao and
Chao Zhang},
title = {{BOND:} BERT-Assisted Open-Domain Named Entity Recognition with Distant
Supervision},
journal = {CoRR},
volume = {abs/2006.15509},
year = {2020},
url = {https://arxiv.org/abs/2006.15509},
eprinttype = {arXiv},
eprint = {2006.15509},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Yu Zhang and
Chao Zhang and
Jiawei Han},
title = {Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding},
journal = {CoRR},
volume = {abs/2007.09536},
year = {2020},
url = {https://arxiv.org/abs/2007.09536},
eprinttype = {arXiv},
eprint = {2007.09536},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lingkai Kong and
Jimeng Sun and
Chao Zhang},
title = {SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates},
journal = {CoRR},
volume = {abs/2008.10546},
year = {2020},
url = {https://arxiv.org/abs/2008.10546},
eprinttype = {arXiv},
eprint = {2008.10546},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
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author = {Qi Zhu and
Yidan Xu and
Haonan Wang and
Chao Zhang and
Jiawei Han and
Carl Yang},
title = {Transfer Learning of Graph Neural Networks with Ego-graph Information
Maximization},
journal = {CoRR},
volume = {abs/2009.05204},
year = {2020},
url = {https://arxiv.org/abs/2009.05204},
eprinttype = {arXiv},
eprint = {2009.05204},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yue Yu and
Kexin Huang and
Chao Zhang and
Lucas M. Glass and
Jimeng Sun and
Cao Xiao},
title = {SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge
Graph Summarization},
journal = {CoRR},
volume = {abs/2010.01450},
year = {2020},
url = {https://arxiv.org/abs/2010.01450},
eprinttype = {arXiv},
eprint = {2010.01450},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01737,
author = {Yinghao Li and
Rui Feng and
Isaac Rehg and
Chao Zhang},
title = {Transformer-Based Neural Text Generation with Syntactic Guidance},
journal = {CoRR},
volume = {abs/2010.01737},
year = {2020},
url = {https://arxiv.org/abs/2010.01737},
eprinttype = {arXiv},
eprint = {2010.01737},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01986,
author = {Wanzheng Zhu and
Chao Zhang and
Shuochao Yao and
Xiaobin Gao and
Jiawei Han},
title = {A Spherical Hidden Markov Model for Semantics-Rich Human Mobility
Modeling},
journal = {CoRR},
volume = {abs/2010.01986},
year = {2020},
url = {https://arxiv.org/abs/2010.01986},
eprinttype = {arXiv},
eprint = {2010.01986},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02322,
author = {Rongzhi Zhang and
Yue Yu and
Chao Zhang},
title = {SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup},
journal = {CoRR},
volume = {abs/2010.02322},
year = {2020},
url = {https://arxiv.org/abs/2010.02322},
eprinttype = {arXiv},
eprint = {2010.02322},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04582,
author = {Wendi Ren and
Yinghao Li and
Hanting Su and
David Kartchner and
Cassie S. Mitchell and
Chao Zhang},
title = {Denoising Multi-Source Weak Supervision for Neural Text Classification},
journal = {CoRR},
volume = {abs/2010.04582},
year = {2020},
url = {https://arxiv.org/abs/2010.04582},
eprinttype = {arXiv},
eprint = {2010.04582},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07245,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Chenyan Xiong and
Heng Ji and
Chao Zhang and
Jiawei Han},
title = {Text Classification Using Label Names Only: {A} Language Model Self-Training
Approach},
journal = {CoRR},
volume = {abs/2010.07245},
year = {2020},
url = {https://arxiv.org/abs/2010.07245},
eprinttype = {arXiv},
eprint = {2010.07245},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07835,
author = {Yue Yu and
Simiao Zuo and
Haoming Jiang and
Wendi Ren and
Tuo Zhao and
Chao Zhang},
title = {Fine-Tuning Pre-trained Language Model with Weak Supervision: {A}
Contrastive-Regularized Self-Training Approach},
journal = {CoRR},
volume = {abs/2010.07835},
year = {2020},
url = {https://arxiv.org/abs/2010.07835},
eprinttype = {arXiv},
eprint = {2010.07835},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11506,
author = {Lingkai Kong and
Haoming Jiang and
Yuchen Zhuang and
Jie Lyu and
Tuo Zhao and
Chao Zhang},
title = {Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution
Data},
journal = {CoRR},
volume = {abs/2010.11506},
year = {2020},
url = {https://arxiv.org/abs/2010.11506},
eprinttype = {arXiv},
eprint = {2010.11506},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2019Zhang,
author = {Chao Zhang and
Jiawei Han},
title = {Multidimensional Mining of Massive Text Data},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2019},
url = {https://doi.org/10.2200/S00903ED1V01Y201902DMK017},
doi = {10.2200/S00903ED1V01Y201902DMK017},
isbn = {978-3-031-00786-6},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/synthesis/2019Zhang.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengSZH19,
author = {Yu Meng and
Jiaming Shen and
Chao Zhang and
Jiawei Han},
title = {Weakly-Supervised Hierarchical Text Classification},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6826--6833},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016826},
doi = {10.1609/AAAI.V33I01.33016826},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/MengSZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YaoCZB19,
author = {Di Yao and
Gao Cong and
Chao Zhang and
Jingping Bi},
title = {Computing Trajectory Similarity in Linear Time: {A} Generic Seed-Guided
Neural Metric Learning Approach},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1358--1369},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00123},
doi = {10.1109/ICDE.2019.00123},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/YaoCZB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTZB0019,
author = {Yucheng Chen and
Matus Telgarsky and
Chao Zhang and
Bolton Bailey and
Daniel Hsu and
Jian Peng},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {A Gradual, Semi-Discrete Approach to Generative Network Training via
Explicit Wasserstein Minimization},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {1071--1080},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chen19h.html},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenTZB0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiZYLSJ19,
author = {Hongzhi Shi and
Chao Zhang and
Quanming Yao and
Yong Li and
Funing Sun and
Depeng Jin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {State-Sharing Sparse Hidden Markov Models for Personalized Sequences},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1549--1559},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330828},
doi = {10.1145/3292500.3330828},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShiZYLSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengHWZZK019,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Chao Zhang and
Honglei Zhuang and
Lance M. Kaplan and
Jiawei Han},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Spherical Text Embedding},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8206--8215},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/043ab21fc5a1607b381ac3896176dac6-Abstract.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MengHWZZK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZLLH19,
author = {Sha Li and
Chao Zhang and
Dongming Lei and
Ji Li and
Jiawei Han},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {GeoAttn: Localization of Social Media Messages via Attentional Memory
Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {64--72},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.8},
doi = {10.1137/1.9781611975673.8},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZLLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShiCZLZKSM19,
author = {Hongzhi Shi and
Hancheng Cao and
Xiangxin Zhou and
Yong Li and
Chao Zhang and
Vassilis Kostakos and
Funing Sun and
Fanchao Meng},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Semantics-Aware Hidden Markov Model for Human Mobility},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {774--782},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.87},
doi = {10.1137/1.9781611975673.87},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShiCZLZKSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FengZWYZ0J19,
author = {Jie Feng and
Mingyang Zhang and
Huandong Wang and
Zeyu Yang and
Chao Zhang and
Yong Li and
Depeng Jin},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous
Mobility Data},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {459--469},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313424},
doi = {10.1145/3308558.3313424},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FengZWYZ0J19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03471,
author = {Yucheng Chen and
Matus Telgarsky and
Chao Zhang and
Bolton Bailey and
Daniel Hsu and
Jian Peng},
title = {A gradual, semi-discrete approach to generative network training via
explicit Wasserstein minimization},
journal = {CoRR},
volume = {abs/1906.03471},
year = {2019},
url = {http://arxiv.org/abs/1906.03471},
eprinttype = {arXiv},
eprint = {1906.03471},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07162,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Jiawei Han},
title = {CatE: Category-Name GuidedWord Embedding},
journal = {CoRR},
volume = {abs/1908.07162},
year = {2019},
url = {http://arxiv.org/abs/1908.07162},
eprinttype = {arXiv},
eprint = {1908.07162},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01451,
author = {Carl Yang and
Dai Teng and
Siyang Liu and
Sayantani Basu and
Jieyu Zhang and
Jiaming Shen and
Chao Zhang and
Jingbo Shang and
Lance M. Kaplan and
Timothy Harratty and
Jiawei Han},
title = {CubeNet: Multi-Facet Hierarchical Heterogeneous Network Construction,
Analysis, and Mining},
journal = {CoRR},
volume = {abs/1910.01451},
year = {2019},
url = {http://arxiv.org/abs/1910.01451},
eprinttype = {arXiv},
eprint = {1910.01451},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04345,
author = {Wanzheng Zhu and
Hongyu Gong and
Jiaming Shen and
Chao Zhang and
Jingbo Shang and
Suma Bhat and
Jiawei Han},
title = {{FUSE:} Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams},
journal = {CoRR},
volume = {abs/1910.04345},
year = {2019},
url = {http://arxiv.org/abs/1910.04345},
eprinttype = {arXiv},
eprint = {1910.04345},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08194,
author = {Jiaming Shen and
Zeqiu Wu and
Dongming Lei and
Chao Zhang and
Xiang Ren and
Michelle T. Vanni and
Brian M. Sadler and
Jiawei Han},
title = {HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion},
journal = {CoRR},
volume = {abs/1910.08194},
year = {2019},
url = {http://arxiv.org/abs/1910.08194},
eprinttype = {arXiv},
eprint = {1910.08194},
timestamp = {Sun, 28 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01196,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Chao Zhang and
Honglei Zhuang and
Lance M. Kaplan and
Jiawei Han},
title = {Spherical Text Embedding},
journal = {CoRR},
volume = {abs/1911.01196},
year = {2019},
url = {http://arxiv.org/abs/1911.01196},
eprinttype = {arXiv},
eprint = {1911.01196},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Zhang18m,
author = {Chao Zhang},
title = {Multi-dimensional mining of unstructured data with limited supervision},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2018},
url = {https://hdl.handle.net/2142/102465},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Zhang18m.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/YaoZZHSZSA18,
author = {Shuochao Yao and
Yiran Zhao and
Aston Zhang and
Shaohan Hu and
Huajie Shao and
Chao Zhang and
Lu Su and
Tarek F. Abdelzaher},
title = {Deep Learning for the Internet of Things},
journal = {Computer},
volume = {51},
number = {5},
pages = {32--41},
year = {2018},
url = {https://doi.org/10.1109/MC.2018.2381131},
doi = {10.1109/MC.2018.2381131},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computer/YaoZZHSZSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/YaoZZHWHB18,
author = {Di Yao and
Chao Zhang and
Zhihua Zhu and
Qin Hu and
Zheng Wang and
Jian{-}Hui Huang and
Jingping Bi},
title = {Learning deep representation for trajectory clustering},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {35},
number = {2},
year = {2018},
url = {https://doi.org/10.1111/exsy.12252},
doi = {10.1111/EXSY.12252},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/es/YaoZZHWHB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/YaoZSZZHLLSA18,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Chao Zhang and
Aston Zhang and
Shaohan Hu and
Dongxin Liu and
Shengzhong Liu and
Lu Su and
Tarek F. Abdelzaher},
title = {SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised
Framework},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {2},
number = {3},
pages = {144:1--144:21},
year = {2018},
url = {https://doi.org/10.1145/3264954},
doi = {10.1145/3264954},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imwut/YaoZSZZHLLSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ZhuZZZLHZ18,
author = {Julie Yixuan Zhu and
Chao Zhang and
Huichu Zhang and
Shi Zhi and
Victor O. K. Li and
Jiawei Han and
Yu Zheng},
title = {pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants
with Urban Big Data},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {571--585},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2723899},
doi = {10.1109/TBDATA.2017.2723899},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/ZhuZZZLHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ChenHZLZ18,
author = {Yanxiang Chen and
Yuxing Hu and
Luming Zhang and
Ping Li and
Chao Zhang},
title = {Engineering Deep Representations for Modeling Aesthetic Perception},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {11},
pages = {3092--3104},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2758350},
doi = {10.1109/TCYB.2017.2758350},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/ChenHZLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhouZZLL18,
author = {Yinzuo Zhou and
Luming Zhang and
Chao Zhang and
Ping Li and
Xuelong Li},
title = {Perceptually Aware Image Retargeting for Mobile Devices},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {5},
pages = {2301--2313},
year = {2018},
url = {https://doi.org/10.1109/TIP.2017.2779272},
doi = {10.1109/TIP.2017.2779272},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ZhouZZLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhangLYZKWH18,
author = {Chao Zhang and
Dongming Lei and
Quan Yuan and
Honglei Zhuang and
Lance M. Kaplan and
Shaowen Wang and
Jiawei Han},
title = {GeoBurst+: Effective and Real-Time Local Event Detection in Geo-Tagged
Tweet Streams},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {3},
pages = {34:1--34:24},
year = {2018},
url = {https://doi.org/10.1145/3066166},
doi = {10.1145/3066166},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ZhangLYZKWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhangLCQZHZ18,
author = {Luming Zhang and
Maofu Liu and
Lei Chen and
Lanxin Qiu and
Chao Zhang and
Yuxing Hu and
Roger Zimmermann},
title = {Online Modeling of Esthetic Communities Using Deep Perception Graph
Analytics},
journal = {{IEEE} Trans. Multim.},
volume = {20},
number = {6},
pages = {1462--1474},
year = {2018},
url = {https://doi.org/10.1109/TMM.2017.2769799},
doi = {10.1109/TMM.2017.2769799},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/ZhangLCQZHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/LiuXLHZZ18,
author = {Zhenguang Liu and
Yingjie Xia and
Qi Liu and
Qinming He and
Chao Zhang and
Roger Zimmermann},
title = {Toward Personalized Activity Level Prediction in Community Question
Answering Websites},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {14},
number = {2s},
pages = {41:1--41:15},
year = {2018},
url = {https://doi.org/10.1145/3187011},
doi = {10.1145/3187011},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tomccap/LiuXLHZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLLYZ018,
author = {Chao Zhang and
Mengxiong Liu and
Zhengchao Liu and
Carl Yang and
Luming Zhang and
Jiawei Han},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Spatiotemporal Activity Modeling Under Data Scarcity: {A} Graph-Regularized
Cross-Modal Embedding Approach},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {531--538},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11272},
doi = {10.1609/AAAI.V32I1.11272},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhangLLYZ018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuZYG018,
author = {Wanzheng Zhu and
Chao Zhang and
Shuochao Yao and
Xiaobin Gao and
Jiawei Han},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {A Spherical Hidden Markov Model for Semantics-Rich Human Mobility
Modeling},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {4613--4620},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11777},
doi = {10.1609/AAAI.V32I1.11777},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuZYG018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhangMLZWWGS18,
author = {Hengtong Zhang and
Fenglong Ma and
Yaliang Li and
Chao Zhang and
Tianqi Wang and
Yaqing Wang and
Jing Gao and
Lu Su},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Leveraging the Power of Informative Users for Local Event Detection},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {429--436},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508618},
doi = {10.1109/ASONAM.2018.8508618},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ZhangMLZWWGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001RHZGHJL018,
author = {Quan Yuan and
Xiang Ren and
Wenqi He and
Chao Zhang and
Xinhe Geng and
Lifu Huang and
Heng Ji and
Chin{-}Yew Lin and
Jiawei Han},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Open-Schema Event Profiling for Massive News Corpora},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {587--596},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271674},
doi = {10.1145/3269206.3271674},
timestamp = {Wed, 26 Nov 2025 21:50:49 +0100},
biburl = {https://dblp.org/rec/conf/cikm/0001RHZGHJL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MengSZ018,
author = {Yu Meng and
Jiaming Shen and
Chao Zhang and
Jiawei Han},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Weakly-Supervised Neural Text Classification},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {983--992},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271737},
doi = {10.1145/3269206.3271737},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MengSZ018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/YaoZSZZLLSA18,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Chao Zhang and
Aston Zhang and
Dongxin Liu and
Shengzhong Liu and
Lu Su and
Tarek F. Abdelzaher},
title = {ApDeepSense: Deep Learning Uncertainty Estimation without the Pain
for IoT Applications},
booktitle = {38th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2018, Vienna, Austria, July 2-6, 2018},
pages = {334--343},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDCS.2018.00041},
doi = {10.1109/ICDCS.2018.00041},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/YaoZSZZLLSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YangZCY018,
author = {Carl Yang and
Chao Zhang and
Xuewen Chen and
Jieping Ye and
Jiawei Han},
title = {Did You Enjoy the Ride? Understanding Passenger Experience via Heterogeneous
Network Embedding},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1392--1403},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00158},
doi = {10.1109/ICDE.2018.00158},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YangZCY018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TaoZCJHK018,
author = {Fangbo Tao and
Chao Zhang and
Xiusi Chen and
Meng Jiang and
Tim Hanratty and
Lance M. Kaplan and
Jiawei Han},
title = {Doc2Cube: Allocating Documents to Text Cube Without Labeled Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1260--1265},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00169},
doi = {10.1109/ICDM.2018.00169},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TaoZCJHK018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ShaoYZZHKSA18,
author = {Huajie Shao and
Shuochao Yao and
Yiran Zhao and
Chao Zhang and
Jinda Han and
Lance M. Kaplan and
Lu Su and
Tarek F. Abdelzaher},
title = {A Constrained Maximum Likelihood Estimator for Unguided Social Sensing},
booktitle = {2018 {IEEE} Conference on Computer Communications, {INFOCOM} 2018,
Honolulu, HI, USA, April 16-19, 2018},
pages = {2429--2437},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/INFOCOM.2018.8486306},
doi = {10.1109/INFOCOM.2018.8486306},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/infocom/ShaoYZZHKSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShenWLZRVS018,
author = {Jiaming Shen and
Zeqiu Wu and
Dongming Lei and
Chao Zhang and
Xiang Ren and
Michelle T. Vanni and
Brian M. Sadler and
Jiawei Han},
editor = {Yike Guo and
Faisal Farooq},
title = {HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2180--2189},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220115},
doi = {10.1145/3219819.3220115},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShenWLZRVS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiZGZ018,
author = {Yu Shi and
Qi Zhu and
Fang Guo and
Chao Zhang and
Jiawei Han},
editor = {Yike Guo and
Faisal Farooq},
title = {Easing Embedding Learning by Comprehensive Transcription of Heterogeneous
Information Networks},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2190--2199},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220006},
doi = {10.1145/3219819.3220006},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShiZGZ018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangTCSJSV018,
author = {Chao Zhang and
Fangbo Tao and
Xiusi Chen and
Jiaming Shen and
Meng Jiang and
Brian M. Sadler and
Michelle Vanni and
Jiawei Han},
editor = {Yike Guo and
Faisal Farooq},
title = {TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term
Embedding and Clustering},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2701--2709},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220064},
doi = {10.1145/3219819.3220064},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangTCSJSV018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FengLZSMGJ18,
author = {Jie Feng and
Yong Li and
Chao Zhang and
Funing Sun and
Fanchao Meng and
Ang Guo and
Depeng Jin},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {DeepMove: Predicting Human Mobility with Attentional Recurrent Networks},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1459--1468},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186058},
doi = {10.1145/3178876.3186058},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/FengLZSMGJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03560,
author = {Yihan Gao and
Chao Zhang and
Jian Peng and
Aditya G. Parameswaran},
title = {Low-Norm Graph Embedding},
journal = {CoRR},
volume = {abs/1802.03560},
year = {2018},
url = {http://arxiv.org/abs/1802.03560},
eprinttype = {arXiv},
eprint = {1802.03560},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03490,
author = {Yu Shi and
Qi Zhu and
Fang Guo and
Chao Zhang and
Jiawei Han},
title = {Easing Embedding Learning by Comprehensive Transcription of Heterogeneous
Information Networks},
journal = {CoRR},
volume = {abs/1807.03490},
year = {2018},
url = {http://arxiv.org/abs/1807.03490},
eprinttype = {arXiv},
eprint = {1807.03490},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01478,
author = {Yu Meng and
Jiaming Shen and
Chao Zhang and
Jiawei Han},
title = {Weakly-Supervised Neural Text Classification},
journal = {CoRR},
volume = {abs/1809.01478},
year = {2018},
url = {http://arxiv.org/abs/1809.01478},
eprinttype = {arXiv},
eprint = {1809.01478},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09551,
author = {Chao Zhang and
Fangbo Tao and
Xiusi Chen and
Jiaming Shen and
Meng Jiang and
Brian M. Sadler and
Michelle Vanni and
Jiawei Han},
title = {TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term
Embedding and Clustering},
journal = {CoRR},
volume = {abs/1812.09551},
year = {2018},
url = {http://arxiv.org/abs/1812.09551},
eprinttype = {arXiv},
eprint = {1812.09551},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-11270,
author = {Yu Meng and
Jiaming Shen and
Chao Zhang and
Jiawei Han},
title = {Weakly-Supervised Hierarchical Text Classification},
journal = {CoRR},
volume = {abs/1812.11270},
year = {2018},
url = {http://arxiv.org/abs/1812.11270},
eprinttype = {arXiv},
eprint = {1812.11270},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-11270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/YaoZSZZLA17,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Aston Zhang and
Chao Zhang and
Shen Li and
Tarek F. Abdelzaher},
title = {RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty
Estimations},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {1},
number = {4},
pages = {173:1--173:26},
year = {2017},
url = {https://doi.org/10.1145/3161181},
doi = {10.1145/3161181},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imwut/YaoZSZZLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhangJSZS17,
author = {Luming Zhang and
Peiguang Jing and
Yuting Su and
Chao Zhang and
Ling Shao},
title = {SnapVideo: Personalized Video Generation for a Sightseeing Trip},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {11},
pages = {3866--3878},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2585764},
doi = {10.1109/TCYB.2016.2585764},
timestamp = {Mon, 08 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/ZhangJSZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YuanSCZG017,
author = {Quan Yuan and
Jingbo Shang and
Xin Cao and
Chao Zhang and
Xinhe Geng and
Jiawei Han},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Detecting Multiple Periods and Periodic Patterns in Event Time Sequences},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {617--626},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133027},
doi = {10.1145/3132847.3133027},
timestamp = {Wed, 08 Oct 2025 07:50:15 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YuanSCZG017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YaoZHB17,
author = {Di Yao and
Chao Zhang and
Jian{-}Hui Huang and
Jingping Bi},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {{SERM:} {A} Recurrent Model for Next Location Prediction in Semantic
Trajectories},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2411--2414},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133056},
doi = {10.1145/3132847.3133056},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YaoZHB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuLZZYH017,
author = {Mengxiong Liu and
Zhengchao Liu and
Chao Zhang and
Keyang Zhang and
Quan Yuan and
Tim Hanratty and
Jiawei Han},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Urbanity: {A} System for Interactive Exploration of Urban Dynamics
from Streaming Human Sensing Data},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2503--2506},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133177},
doi = {10.1145/3132847.3133177},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuLZZYH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhiSLZ017,
author = {Shi Zhi and
Yicheng Sun and
Jiayi Liu and
Chao Zhang and
Jiawei Han},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {ClaimVerif: {A} Real-time Claim Verification System Using the Web
and Fact Databases},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2555--2558},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133182},
doi = {10.1145/3132847.3133182},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhiSLZ017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangYH17,
author = {Chao Zhang and
Quan Yuan and
Jiawei Han},
title = {Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods,
and Applications},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {1455--1458},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.210},
doi = {10.1109/ICDE.2017.210},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhangYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YaoZZHB17,
author = {Di Yao and
Chao Zhang and
Zhihua Zhu and
Jian{-}Hui Huang and
Jingping Bi},
title = {Trajectory clustering via deep representation learning},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3880--3887},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966345},
doi = {10.1109/IJCNN.2017.7966345},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YaoZZHB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangLLYZH017,
author = {Chao Zhang and
Liyuan Liu and
Dongming Lei and
Quan Yuan and
Honglei Zhuang and
Tim Hanratty and
Jiawei Han},
title = {TrioVecEvent: Embedding-Based Online Local Event Detection in Geo-Tagged
Tweet Streams},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {595--604},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098027},
doi = {10.1145/3097983.3098027},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangLLYZH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangBZY017,
author = {Carl Yang and
Lanxiao Bai and
Chao Zhang and
Quan Yuan and
Jiawei Han},
title = {Bridging Collaborative Filtering and Semi-Supervised Learning: {A}
Neural Approach for {POI} Recommendation},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1245--1254},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098094},
doi = {10.1145/3097983.3098094},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YangBZY017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangZYTZH017,
author = {Chao Zhang and
Keyang Zhang and
Quan Yuan and
Fangbo Tao and
Luming Zhang and
Tim Hanratty and
Jiawei Han},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal
Activity Modeling},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {245--254},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080814},
doi = {10.1145/3077136.3080814},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangZYTZH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YuanZZGCH17,
author = {Quan Yuan and
Wei Zhang and
Chao Zhang and
Xinhe Geng and
Gao Cong and
Jiawei Han},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {{PRED:} Periodic Region Detection for Mobility Modeling of Social
Media Users},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {263--272},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018680},
doi = {10.1145/3018661.3018680},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YuanZZGCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangZYPZHWH17,
author = {Chao Zhang and
Keyang Zhang and
Quan Yuan and
Haoruo Peng and
Yu Zheng and
Tim Hanratty and
Shaowen Wang and
Jiawei Han},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Regions, Periods, Activities: Uncovering Urban Dynamics via Cross-Modal
Representation Learning},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {361--370},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052601},
doi = {10.1145/3038912.3052601},
timestamp = {Sun, 02 Nov 2025 21:27:17 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangZYPZHWH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02980,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Aston Zhang and
Chao Zhang and
Shen Li and
Tarek F. Abdelzaher},
title = {RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty
Estimations},
journal = {CoRR},
volume = {abs/1709.02980},
year = {2017},
url = {http://arxiv.org/abs/1709.02980},
eprinttype = {arXiv},
eprint = {1709.02980},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/ZhangWZS16,
author = {Jingsong Zhang and
Yinglin Wang and
Chao Zhang and
Yongyong Shi},
title = {Mining Contiguous Sequential Generators in Biological Sequences},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {13},
number = {5},
pages = {855--867},
year = {2016},
url = {https://doi.org/10.1109/TCBB.2015.2495132},
doi = {10.1109/TCBB.2015.2495132},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/ZhangWZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/HongZZZ16,
author = {Richang Hong and
Luming Zhang and
Chao Zhang and
Roger Zimmermann},
title = {Flickr Circles: Aesthetic Tendency Discovery by Multi-View Regularized
Topic Modeling},
journal = {{IEEE} Trans. Multim.},
volume = {18},
number = {8},
pages = {1555--1567},
year = {2016},
url = {https://doi.org/10.1109/TMM.2016.2567071},
doi = {10.1109/TMM.2016.2567071},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/HongZZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZYZHH16,
author = {Chao Zhang and
Keyang Zhang and
Quan Yuan and
Luming Zhang and
Tim Hanratty and
Jiawei Han},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {GMove: Group-Level Mobility Modeling Using Geo-Tagged Social Media},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1305--1314},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939793},
doi = {10.1145/2939672.2939793},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZYZHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangZYZZKWH16,
author = {Chao Zhang and
Guangyu Zhou and
Quan Yuan and
Honglei Zhuang and
Yu Zheng and
Lance M. Kaplan and
Shaowen Wang and
Jiawei Han},
editor = {Raffaele Perego and
Fabrizio Sebastiani and
Javed A. Aslam and
Ian Ruthven and
Justin Zobel},
title = {GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams},
booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
Italy, July 17-21, 2016},
pages = {513--522},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2911451.2911519},
doi = {10.1145/2911451.2911519},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangZYZZKWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuZZLHZ16,
author = {Julie Yixuan Zhu and
Chao Zhang and
Shi Zhi and
Victor O. K. Li and
Jiawei Han and
Yu Zheng},
title = {p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants
with Urban Big Data},
journal = {CoRR},
volume = {abs/1610.07045},
year = {2016},
url = {http://arxiv.org/abs/1610.07045},
eprinttype = {arXiv},
eprint = {1610.07045},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhuZZLHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FengZZHWAH15,
author = {Wei Feng and
Chao Zhang and
Wei Zhang and
Jiawei Han and
Jianyong Wang and
Charu C. Aggarwal and
Jianbin Huang},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {{STREAMCUBE:} Hierarchical spatio-temporal hashtag clustering for
event exploration over the Twitter stream},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1561--1572},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113425},
doi = {10.1109/ICDE.2015.7113425},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/FengZZHWAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZMH15,
author = {Chao Zhang and
Yu Zheng and
Xiuli Ma and
Jiawei Han},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Assembler: Efficient Discovery of Spatial Co-evolving Patterns in
Massive Geo-sensory Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1415--1424},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783394},
doi = {10.1145/2783258.2783394},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangJCSH15,
author = {Chao Zhang and
Shan Jiang and
Yucheng Chen and
Yidan Sun and
Jiawei Han},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge and
Carlos Soares},
title = {Fast Inbound Top-K Query for Random Walk with Restart},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
pages = {608--624},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23525-7\_37},
doi = {10.1007/978-3-319-23525-7\_37},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangJCSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhangHSLP14,
author = {Chao Zhang and
Jiawei Han and
Lidan Shou and
Jiajun Lu and
Thomas La Porta},
title = {Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {9},
pages = {769--780},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p769-zhang.pdf},
doi = {10.14778/2732939.2732949},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ZhangHSLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KangTCLSZZZ14,
author = {Wei Kang and
Anthony K. H. Tung and
Wei Chen and
Xinyu Li and
Qiyue Song and
Chao Zhang and
Feng Zhao and
Xiajuan Zhou},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {Trendspedia: An Internet observatory for analyzing and visualizing
the evolving web},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {1206--1209},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816742},
doi = {10.1109/ICDE.2014.6816742},
timestamp = {Tue, 12 Nov 2024 10:12:41 +0100},
biburl = {https://dblp.org/rec/conf/icde/KangTCLSZZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangGZZTZ14,
author = {Luming Zhang and
Yue Gao and
Chao Zhang and
Hanwang Zhang and
Qi Tian and
Roger Zimmermann},
editor = {Kien A. Hua and
Yong Rui and
Ralf Steinmetz and
Alan Hanjalic and
Apostol Natsev and
Wenwu Zhu},
title = {Perception-Guided Multimodal Feature Fusion for Photo Aesthetics Assessment},
booktitle = {Proceedings of the {ACM} International Conference on Multimedia, {MM}
'14, Orlando, FL, USA, November 03 - 07, 2014},
pages = {237--246},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2647868.2654903},
doi = {10.1145/2647868.2654903},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/ZhangGZZTZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShouS00Z13,
author = {Lidan Shou and
Xuan Shang and
Ke Chen and
Gang Chen and
Chao Zhang},
title = {Supporting Pattern-Preserving Anonymization for Time-Series Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {4},
pages = {877--892},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2011.249},
doi = {10.1109/TKDE.2011.249},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShouS00Z13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangS0CB12,
author = {Chao Zhang and
Lidan Shou and
Ke Chen and
Gang Chen and
Yijun Bei},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Evaluating geo-social influence in location-based social networks},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {1442--1451},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398450},
doi = {10.1145/2396761.2398450},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangS0CB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangSCC12,
author = {Chao Zhang and
Lidan Shou and
Ke Chen and
Gang Chen},
editor = {William R. Hersh and
Jamie Callan and
Yoelle Maarek and
Mark Sanderson},
title = {See-to-retrieve: efficient processing of spatio-visual keyword queries},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {681--690},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2348283.2348375},
doi = {10.1145/2348283.2348375},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangSCC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ShouCCZMZ11,
author = {Lidan Shou and
Ke Chen and
Gang Chen and
Chao Zhang and
Yi Ma and
Xian Zhang},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {What-you-retrieve-is-what-you-see: a preliminary cyber-physical search
engine},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {1273--1274},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2010156},
doi = {10.1145/2009916.2010156},
timestamp = {Sun, 19 Jan 2025 13:11:15 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ShouCCZMZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/WangZHJZ06,
author = {Peng Wang and
Chao Zhang and
Nan Hua and
Depeng Jin and
Lieguang Zeng},
title = {The Design of a Monolithic {MSTP} {ASIC}},
journal = {{IEICE} Trans. Electron.},
volume = {89-C},
number = {8},
pages = {1248--1254},
year = {2006},
url = {https://doi.org/10.1093/ietele/e89-c.8.1248},
doi = {10.1093/IETELE/E89-C.8.1248},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/WangZHJZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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