FedMerge: Federated Model Merging for Personalization.

Guodong Long https://orcid.org/0000-0003-3740-9515 https://www.wikidata.org/entity/Q89560791 https://openreview.net/profile?id=~Guodong_Long2 https://ieeexplore.ieee.org/author/37902250400 Shutong Chen Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang FedMerge: Federated Model Merging for Personalization. 20253-20261 2026 AAAI https://doi.org/10.1609/aaai.v40i24.39113 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChenZLJZ26 Zhiwei Li 0007 Guodong Long Jing Jiang 0002 Chengqi Zhang Qiang Yang 0001 Federated Vision-Language-Recommendation with Personalized Fusion. 23337-23345 2026 AAAI https://doi.org/10.1609/aaai.v40i28.39503 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiLJZY26 Yiyuan Yang Guodong Long Qinghua Lu 0001 Liming Zhu 0001 Jing Jiang 0002 Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach. 27702-27710 2026 AAAI https://doi.org/10.1609/aaai.v40i33.39991 conf/aaai/2026 db/conf/aaai/aaai2026.html#YangLLZJ26 Chunxu Zhang Weipeng Zhang Guodong Long Zhiheng Xue Riting Xia Bo Yang 0002 Multimodal-enhanced Federated Recommendation: A Group-wise Fusion Approach. 6597-6608 2026 WWW https://doi.org/10.1145/3774904.3792573 conf/www/2026 db/conf/www/www2026.html#ZhangZLXXY26 Chunxu Zhang Zhiheng Xue Guodong Long Weipeng Zhang Bo Yang 0002 Learning Evolving Preferences: A Federated Continual Framework for User-Centric Recommendation. 6609-6620 2026 WWW https://doi.org/10.1145/3774904.3792575 conf/www/2026 db/conf/www/www2026.html#ZhangXLZY26

Yuheng Li Weitong Chen Chengcheng Zhu Jiale Zhang 0001 Chunpeng Ge 0001 Di Wu 0050 Guodong Long Meta-FC: Meta-Learning with Feature Consistency for Robust and Generalizable Watermarking. 2026 February abs/2602.21849 CoRR https://doi.org/10.48550/arXiv.2602.21849 db/journals/corr/corr2602.html#abs-2602-21849 streams/journals/corr

Haoyang Li 0016 Liang Wang Siyu Zhou Jiacheng Sun Jing Jiang 0002 Chao Wang 0095 Guodong Long Yan Peng 0001 FVG-PT: Adaptive Foreground View-Guided Prompt Tuning for Vision-Language Models. 2026 March abs/2603.08708 CoRR https://doi.org/10.48550/arXiv.2603.08708 db/journals/corr/corr2603.html#abs-2603-08708 streams/journals/corr

Chunxu Zhang Zhiheng Xue Guodong Long Weipeng Zhang Bo Yang 0002 Learning Evolving Preferences: A Federated Continual Framework for User-Centric Recommendation. 2026 March abs/2603.17315 CoRR https://doi.org/10.48550/arXiv.2603.17315 db/journals/corr/corr2603.html#abs-2603-17315 streams/journals/corr

Liwei Deng Qingxiang Liu Xinhe Niu Shengchao Chen Sheng Sun Yuankai Wu Guodong Long Yuxuan Liang Discrete Prototypical Memories for Federated Time Series Foundation Models. 2026 April abs/2604.04475 CoRR https://doi.org/10.48550/arXiv.2604.04475 db/journals/corr/corr2604.html#abs-2604-04475 streams/journals/corr

Shengchao Chen Guodong Long Dikai Liu Jing Jiang 0002 Bi-level Heterogeneous Learning for Time Series Foundation Models: A Federated Learning Approach. 2026 April abs/2604.06727 CoRR https://doi.org/10.48550/arXiv.2604.06727 db/journals/corr/corr2604.html#abs-2604-06727 streams/journals/corr

Xiaoyu Li Yitian Zhang Guodong Long Yupeng Hu 0003 Wenpeng Lu Meng Chen 0003 Chengqi Zhang Yongshun Gong Adaptive Traffic Forecasting on Daily Basis: A Spatio-Temporal Context Learning Approach. 4446-4459 2025 August 37 IEEE Trans. Knowl. Data Eng. 8 https://doi.org/10.1109/TKDE.2025.3570484 db/journals/tkde/tkde37.html#LiZLHLCZG25 streams/journals/tkde

Chunxu Zhang Guodong Long Zijian Zhang 0009 Zhiwei Li 0007 Honglei Zhang 0002 Qiang Yang 0001 Bo Yang 0002 Personalized Recommendation Models in Federated Settings: A Survey. 6562-6581 2025 November 37 IEEE Trans. Knowl. Data Eng. 11 https://doi.org/10.1109/TKDE.2025.3606643 db/journals/tkde/tkde37.html#ZhangLZLZYY25 streams/journals/tkde

Qiang Yang 0001 Han Yu 0001 Sin G. Teo Bo Li 0001 Guodong Long Chao Jin Lixin Fan Yang Liu 0165 Le Zhang 0001 Guest Editorial: Special Issue on Trustworthy Federated Learning. 5 2025 January 36 IEEE Trans. Neural Networks Learn. Syst. 1 https://doi.org/10.1109/TNNLS.2024.3490192 db/journals/tnn/tnn36.html#YangYTLLJFLZ25 streams/journals/tnn

Chunxu Zhang Guodong Long Hongkuan Guo Zhaojie Liu Guorui Zhou Zijian Zhang 0009 Yang Liu 0165 Bo Yang 0002 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. 13197-13205 2025 AAAI https://doi.org/10.1609/aaai.v39i12.33440 conf/aaai/2025 db/conf/aaai/aaai2025.html#ZhangLGLZ0LY25 Shengchao Chen Guodong Long Jing Jiang 0002 Chengqi Zhang Federated Foundation Models on Heterogeneous Time Series. 15839-15847 2025 AAAI https://doi.org/10.1609/aaai.v39i15.33739 conf/aaai/2025 db/conf/aaai/aaai2025.html#ChenL0Z25 Zhiwei Li 0007 Guodong Long Tianyi Zhou 0001 Jing Jiang 0002 Chengqi Zhang Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach. 18602-18610 2025 AAAI https://doi.org/10.1609/aaai.v39i17.34047 conf/aaai/2025 db/conf/aaai/aaai2025.html#LiL00Z25 Qi Cheng Peng Yan 0002 Guodong Long cFedLoRA: Clustered Aggregation for Federated LoRA. 191-205 2025 ADMA (1) https://doi.org/10.1007/978-981-95-3453-1_13 conf/adma/2025-1 db/conf/adma/adma2025-1.html#ChengYL25 streams/conf/adma Qi Cheng Peng Yan 0002 Guodong Long cFedLAD: A Clustered Additive LoRA Framework for Robust and Personalized Federated Learning. 364-377 2025 AI (1) https://doi.org/10.1007/978-981-95-4969-6_28 conf/ausai/2025-1 db/conf/ausai/ai2025-1.html#ChengYL25 streams/conf/ausai Haoyang Li 0016 Liang Wang Chao Wang 0095 Jing Jiang 0002 Yan Peng 0001 Guodong Long DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models. 25623-25632 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Li_DPC_Dual-Prompt_Collaboration_for_Tuning_Vision-Language_Models_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02386 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#LiWWJPL25 Haoyang Li 0016 Siyu Zhou Liang Wang Guodong Long MAO: Efficient Model-Agnostic Optimization of Prompt Tuning for Vision-Language Models. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11209968 conf/icmcs/2025 db/conf/icmcs/icme2025.html#LiZWL25 streams/conf/icmcs Zeqi Leng Chunxu Zhang Guodong Long Riting Xia Bo Yang 0002 Distilling A Universal Expert from Clustered Federated Learning. 5571-5579 2025 IJCAI https://doi.org/10.24963/ijcai.2025/620 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#LengZLX025 Yiyuan Yang Guodong Long Qinghua Lu 0001 Liming Zhu 0001 Jing Jiang 0002 Chengqi Zhang Federated Low-Rank Adaptation for Foundation Models: A Survey. 10779-10787 2025 IJCAI https://doi.org/10.24963/ijcai.2025/1196 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#YangL000Z25 Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Chengqi Zhang Allison Clarke Clement Schlegel MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. 1-9 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11228235 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#PengLSWZCS25 streams/conf/ijcnn Kun Yi 0001 Qi Zhang 0020 Wei Fan 0010 Longbing Cao Shoujin Wang Hui He Guodong Long Liang Hu 0004 Qingsong Wen Hui Xiong 0001 A Survey on Deep Learning based Time Series Analysis with Frequency Transformation. 6206-6215 2025 KDD (2) https://doi.org/10.1145/3711896.3736571 conf/kdd/2025-2 db/conf/kdd/kdd2025-2.html#000100CWHL0W025 Peng Yan 0002 Shengchao Chen Guodong Long Federated Intelligence in Web: A Tutorial. 61-64 2025 WWW (Companion Volume) https://doi.org/10.1145/3701716.3715864 conf/www/2025c db/conf/www/www2025c.html#YanCL25 Jiale Zhang 0001 Haoxuan Li Di Wu 0050 Xiaobing Sun 0001 Qinghua Lu 0001 Guodong Long Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models. 147-157 2025 WWW https://doi.org/10.1145/3696410.3714641 conf/www/2025 db/conf/www/www2025.html#0001L000L25 Jie Lu 0001 Angela Dawson Kairui Guo Deborah Fox Fahimeh Ramezani 0001 Susan Morton Kathleen Baird Zelia Soo Kezhi Lu Guodong Long Debra Anderson AI for Women's Health: Framework and Focus Areas. 845-848 2025 WWW (Companion Volume) https://doi.org/10.1145/3701716.3718981 https://www.wikidata.org/entity/Q136271702 conf/www/2025c db/conf/www/www2025c.html#0001DGF0MBSLLA25 Irwin King Guodong Long Zenglin Xu Yifei Zhang Han Yu 0001 FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025. 1733-1734 2025 WWW (Companion Volume) https://doi.org/10.1145/3701716.3717650 conf/www/2025c db/conf/www/www2025c.html#KingLXZ025 Xueping Peng Peng Yan 0002 Tao Shen 0001 Ming Xie Guodong Long MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. 2883-2886 2025 WWW (Companion Volume) https://doi.org/10.1145/3701716.3715187 conf/www/2025c db/conf/www/www2025c.html#PengY0XL25 Donghui Ding Zhao Li 0007 Jiarun Zhang Xuanwu Liu Ji Zhang 0001 Yuchen Li 0001 Peng Cai 0001 JianXun Liu 0001 Guodong Long eBaaS: AIoT-Enabled eBike Battery-Swap as a Service for Last-Mile Delivery. 5045-5053 2025 WWW https://doi.org/10.1145/3696410.3714503 conf/www/2025 db/conf/www/www2025.html#DingLZLZLCLL25 Guodong Long Michale Blumestein Yi Chang 0001 Liane Lewin-Eytan Zi Helen Huang Elad Yom-Tov Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025 WWW ACM 2025 979-8-4007-1274-6 https://doi.org/10.1145/3696410 https://www.wikidata.org/entity/Q134283136 db/conf/www/www2025.html Guodong Long Michale Blumestein Yi Chang 0001 Liane Lewin-Eytan Zi Helen Huang Elad Yom-Tov Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025 WWW (Companion Volume) ACM 2025 979-8-4007-1331-6 https://doi.org/10.1145/3701716 https://www.wikidata.org/entity/Q134587490 db/conf/www/www2025c.html

Haoyang Li 0016 Liang Wang Chao Wang 0095 Jing Jiang 0002 Yan Peng 0001 Guodong Long DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models. 2025 March abs/2503.13443 CoRR https://doi.org/10.48550/arXiv.2503.13443 db/journals/corr/corr2503.html#abs-2503-13443 streams/journals/corr

Haoyang Li 0016 Siyu Zhou Liang Wang Guodong Long MAO: Efficient Model-Agnostic Optimization of Prompt Tuning for Vision-Language Models. 2025 March abs/2503.18160 CoRR https://doi.org/10.48550/arXiv.2503.18160 db/journals/corr/corr2503.html#abs-2503-18160 streams/journals/corr

Shutong Chen Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang FedMerge: Federated Personalization via Model Merging. 2025 April abs/2504.06768 CoRR https://doi.org/10.48550/arXiv.2504.06768 db/journals/corr/corr2504.html#abs-2504-06768 streams/journals/corr

Chunxu Zhang Guodong Long Zijian Zhang 0009 Zhiwei Li 0007 Honglei Zhang 0002 Qiang Yang 0001 Bo Yang 0002 Personalized Recommendation Models in Federated Settings: A Survey. 2025 April abs/2504.07101 CoRR https://doi.org/10.48550/arXiv.2504.07101 db/journals/corr/corr2504.html#abs-2504-07101 streams/journals/corr

Siyu Zhou Tianyi Zhou 0001 Yijun Yang Guodong Long Deheng Ye Jing Jiang 0002 Chengqi Zhang WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents. 2025 April abs/2504.15785 CoRR https://doi.org/10.48550/arXiv.2504.15785 db/journals/corr/corr2504.html#abs-2504-15785 streams/journals/corr

Yiyuan Yang Guodong Long Tianyi Zhou 0001 Qinghua Lu 0001 Shanshan Ye Jing Jiang 0002 Federated Adapter on Foundation Models: An Out-Of-Distribution Approach. 2025 May abs/2505.01075 CoRR https://doi.org/10.48550/arXiv.2505.01075 db/journals/corr/corr2505.html#abs-2505-01075 streams/journals/corr

Yiyuan Yang Guodong Long Qinghua Lu 0001 Liming Zhu 0001 Jing Jiang 0002 Chengqi Zhang Federated Low-Rank Adaptation for Foundation Models: A Survey. 2025 May abs/2505.13502 CoRR https://doi.org/10.48550/arXiv.2505.13502 db/journals/corr/corr2505.html#abs-2505-13502 streams/journals/corr

Zhiwei Li 0007 Guodong Long Chunxu Zhang Honglei Zhang 0002 Jing Jiang 0002 Chengqi Zhang Learn to Preserve Personality: Federated Foundation Models in Recommendations. 2025 June abs/2506.11563 CoRR https://doi.org/10.48550/arXiv.2506.11563 db/journals/corr/corr2506.html#abs-2506-11563 streams/journals/corr

Zeqi Leng Chunxu Zhang Guodong Long Riting Xia Bo Yang 0002 Distilling A Universal Expert from Clustered Federated Learning. 2025 June abs/2506.20285 CoRR https://doi.org/10.48550/arXiv.2506.20285 db/journals/corr/corr2506.html#abs-2506-20285 streams/journals/corr

Haoyang Li 0016 Liang Wang Chao Wang 0095 Siyu Zhou Jing Jiang 0002 Yan Peng 0001 Guodong Long Raw Data Matters: Enhancing Prompt Tuning by Internal Augmentation on Vision-Language Models. 2025 August abs/2508.02671 CoRR https://doi.org/10.48550/arXiv.2508.02671 db/journals/corr/corr2508.html#abs-2508-02671 streams/journals/corr

Shengchao Chen Guodong Long Jing Jiang 0002 FeDaL: Federated Dataset Learning for Time Series Foundation Models. 2025 August abs/2508.04045 CoRR https://doi.org/10.48550/arXiv.2508.04045 db/journals/corr/corr2508.html#abs-2508-04045 streams/journals/corr

Yiyuan Yang Guodong Long Qinghua Lu 0001 Liming Zhu 0001 Jing Jiang 0002 Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach. 2025 September abs/2509.12697 CoRR https://doi.org/10.48550/arXiv.2509.12697 db/journals/corr/corr2509.html#abs-2509-12697 streams/journals/corr

Chunxu Zhang Weipeng Zhang Guodong Long Zhiheng Xue Riting Xia Bo Yang 0002 Multimodal-enhanced Federated Recommendation: A Group-wise Fusion Approach. 2025 September abs/2509.19955 CoRR https://doi.org/10.48550/arXiv.2509.19955 db/journals/corr/corr2509.html#abs-2509-19955 streams/journals/corr

Yakun Chen Ruotong Hu Zihao Li 0005 Chao Yang 0024 Xianzhi Wang 0001 Guodong Long Guandong Xu Exploring explicit and implicit graph learning for multivariate time series imputation. 107217 2024 January 127 Eng. Appl. Artif. Intell. Part A https://doi.org/10.1016/j.engappai.2023.107217 db/journals/eaai/eaai127.html#ChenHLYWLX24

Chao Yang 0024 Xianzhi Wang 0001 Lina Yao 0001 Guodong Long Guandong Xu Dyformer: A dynamic transformer-based architecture for multivariate time series classification. 119881 2024 January 656 Inf. Sci. https://doi.org/10.1016/j.ins.2023.119881 db/journals/isci/isci656.html#YangWYLX24

Xiaojun Chen 0006 Ting Liu Philippe Fournier-Viger Bowen Zhang 0005 Guodong Long Qin Zhang 0011 A fine-grained self-adapting prompt learning approach for few-shot learning with pre-trained language models. 111968 2024 299 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.111968 db/journals/kbs/kbs299.html#ChenLFZLZ24

Shaoxiong Ji Yue Tan Teemu Saravirta Zhiqin Yang Yixin Liu 0001 Lauri Vasankari Shirui Pan Guodong Long Anwar Walid Emerging trends in federated learning: from model fusion to federated X learning. 3769-3790 2024 September 15 Int. J. Mach. Learn. Cybern. 9 https://doi.org/10.1007/s13042-024-02119-1 db/journals/mlc/mlc15.html#JiTSYLVPLW24 streams/journals/mlc

Fengwen Chen Guodong Long FedGE: Break the Scalability Limitation of Graph Neural Network With Federated Graph Embedding. 965-974 2024 December 10 IEEE Trans. Big Data 6 https://doi.org/10.1109/TBDATA.2022.3216747 db/journals/tbd/tbd10.html#ChenL24 streams/journals/tbd

Zonghan Wu Da Zheng 0004 Shirui Pan Quan Gan Guodong Long George Karypis TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting. 2003-2013 2024 February 35 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2022.3186103 db/journals/tnn/tnn35.html#WuZPGLK24

Yucheng Zhou 0001 Tao Shen 0001 Xiubo Geng Chongyang Tao Jianbing Shen Guodong Long Can Xu Daxin Jiang Fine-Grained Distillation for Long Document Retrieval. 19732-19740 2024 AAAI https://doi.org/10.1609/aaai.v38i17.29947 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhouSGTSLXJ24 Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen 0001 Can Xu Guodong Long Dongyan Zhao 0001 Daxin Jiang Synergistic Interplay between Search and Large Language Models for Information Retrieval. 9571-9583 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.517 https://aclanthology.org/2024.acl-long.517 https://www.wikidata.org/entity/Q131458235 conf/acl/2024-1 db/conf/acl/acl2024-1.html#FengTG0XLZJ24 Tao Shen 0001 Guodong Long Xiubo Geng Chongyang Tao Yibin Lei Tianyi Zhou 0001 Michael Blumenstein Daxin Jiang Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever. 15933-15946 2024 ACL (Findings) https://doi.org/10.18653/v1/2024.findings-acl.943 https://aclanthology.org/2024.findings-acl.943 conf/acl/2024f db/conf/acl/acl2024f.html#0001LGTL0BJ24 Leah Gerrard Xueping Peng Allison Clarke Guodong Long Claimsformer: Pretrained Transformer for Administrative Claims Data to Predict Chronic Conditions. 348-362 2024 AI (2) https://doi.org/10.1007/978-981-96-0351-0_26 conf/ausai/2024-2 db/conf/ausai/ai2024-2.html#GerrardPCL24 streams/conf/ausai Yiyuan Yang Guodong Long Michael Blumenstein Xiubo Geng Chongyang Tao Tao Shen 0001 Daxin Jiang Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment. 12977-12987 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.1136 conf/coling/2024 db/conf/coling/coling2024.html#YangLBGTSJ24 Yang Li 0154 Canran Xu Guodong Long Tao Shen 0001 Chongyang Tao Jing Jiang 0002 CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. 2977-2988 2024 EACL (1) https://aclanthology.org/2024.eacl-long.181 conf/eacl/2024-1 db/conf/eacl/eacl2024-1.html#LiXLSTJ24 Guobiao Zhang Xueping Peng Tao Shen 0001 Guodong Long Jiasheng Si Libo Qin 0001 Wenpeng Lu Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. 13811-13822 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.810 https://aclanthology.org/2024.findings-emnlp.810 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#ZhangPSLS0L24 Xiaohan Xu Chongyang Tao Tao Shen 0001 Can Xu Hongbo Xu Guodong Long Jian-Guang Lou Shuai Ma 0001 Re-Reading Improves Reasoning in Large Language Models. 15549-15575 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.871 https://aclanthology.org/2024.emnlp-main.871 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#XuT0XXLLM24 Zhiwei Li 0007 Guodong Long Tianyi Zhou 0001 Federated Recommendation with Additive Personalization. 2024 ICLR https://openreview.net/forum?id=xkXdE81mOK conf/iclr/2024 db/conf/iclr/iclr2024.html#LiL024 Peng Yan 0002 Guodong Long Client-Supervised Federated Learning: Towards One-Model-for-All Personalization. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10688225 conf/icmcs/2024 db/conf/icmcs/icme2024.html#YanL24 Jiale Zhang 0001 Chengcheng Zhu Di Wu 0050 Xiaobing Sun 0001 Jianming Yong Guodong Long BADFSS: Backdoor Attacks on Federated Self-Supervised Learning. 548-558 2024 IJCAI https://www.ijcai.org/proceedings/2024/61 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#ZhangZ00YL24 Zhihong Deng Jing Jiang 0002 Guodong Long Chengqi Zhang What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning. 3908-3916 2024 IJCAI https://www.ijcai.org/proceedings/2024/432 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#Deng0LZ24 Chunxu Zhang Guodong Long Hongkuan Guo Xiao Fang Yang Song Zhaojie Liu Guorui Zhou Zijian Zhang 0009 Yang Liu 0165 Bo Yang 0002 Federated Adaptation for Foundation Model-based Recommendations. 5453-5461 2024 IJCAI https://www.ijcai.org/proceedings/2024/603 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#ZhangLGFSLZ0L024 Shengchao Chen Guodong Long Tao Shen 0001 Jing Jiang 0002 Chengqi Zhang Federated Prompt Learning for Weather Foundation Models on Devices. 5772-5780 2024 IJCAI https://www.ijcai.org/proceedings/2024/638 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#ChenL00Z24 Guodong Long The Rise of Federated Intelligence: From Federated Foundation Models Toward Collective Intelligence. 8547-8552 2024 IJCAI https://www.ijcai.org/proceedings/2024/980 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#Long24 Chunxu Zhang Guodong Long Tianyi Zhou 0001 Zijian Zhang 0009 Peng Yan 0002 Bo Yang 0002 GPFedRec: Graph-Guided Personalization for Federated Recommendation. 4131-4142 2024 KDD https://doi.org/10.1145/3637528.3671702 https://www.wikidata.org/entity/Q131124353 conf/kdd/2024 db/conf/kdd/kdd2024.html#ZhangL0ZYY24 Shengchao Chen Guodong Long Jing Jiang 0002 Chengqi Zhang Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/9a2b834905136e2b67136df3183a9032-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ChenL0Z24 Yiyuan Yang Guodong Long Tao Shen 0001 Jing Jiang 0002 Michael Blumenstein Dual-Personalizing Adapter for Federated Foundation Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/45a30141c6719e9cfedfb51f1c665a37-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#YangL00B24 Zhenhao Zhang Yuxi Liu 0003 Jiang Bian 0001 Antonio Jimeno-Yepes Jun Shen 0001 Fuyi Li Guodong Long Flora D. Salim Boosting Patient Representation Learning via Graph Contrastive Learning. 335-350 2024 ECML/PKDD (9) https://doi.org/10.1007/978-3-031-70378-2_21 conf/pkdd/2024-9 db/conf/pkdd/pkdd2024-9.html#ZhangLBJSLLS24 streams/conf/pkdd Irwin King Guodong Long Zenglin Xu Han Yu 0001 FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web. 1546-1547 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3641298 https://www.wikidata.org/entity/Q130814191 conf/www/2024c db/conf/www/www2024c.html#KingLX024 Chunxu Zhang Guodong Long Tianyi Zhou 0001 Zijian Zhang 0009 Peng Yan 0002 Bo Yang 0002 When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions. 3632-3642 2024 WWW https://doi.org/10.1145/3589334.3645525 https://www.wikidata.org/entity/Q131124553 conf/www/2024 db/conf/www/www2024.html#ZhangL00YY24

Yiyuan Yang Guodong Long Tao Shen 0001 Jing Jiang 0002 Michael Blumenstein Dual-Personalizing Adapter for Federated Foundation Models. 2024 abs/2403.19211 CoRR https://doi.org/10.48550/arXiv.2403.19211 db/journals/corr/corr2403.html#abs-2403-19211

Peng Yan 0002 Guodong Long Client-supervised Federated Learning: Towards One-model-for-all Personalization. 2024 abs/2403.19499 CoRR https://doi.org/10.48550/arXiv.2403.19499 db/journals/corr/corr2403.html#abs-2403-19499

Zhihong Deng Jing Jiang 0002 Guodong Long Chengqi Zhang What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning. 2024 abs/2404.10942 CoRR https://doi.org/10.48550/arXiv.2404.10942 db/journals/corr/corr2404.html#abs-2404-10942

Chunxu Zhang Guodong Long Hongkuan Guo Xiao Fang Yang Song Zhaojie Liu Guorui Zhou Zijian Zhang 0009 Yang Liu 0165 Bo Yang 0002 Federated Adaptation for Foundation Model-based Recommendations. 2024 abs/2405.04840 CoRR https://doi.org/10.48550/arXiv.2405.04840 db/journals/corr/corr2405.html#abs-2405-04840

Shutong Chen Tianyi Zhou 0001 Guodong Long Jie Ma Jing Jiang 0002 Chengqi Zhang Multi-Level Additive Modeling for Structured Non-IID Federated Learning. 2024 abs/2405.16472 CoRR https://doi.org/10.48550/arXiv.2405.16472 db/journals/corr/corr2405.html#abs-2405-16472

Shengchao Chen Guodong Long Jing Jiang 0002 Chengqi Zhang Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models. 2024 abs/2405.20348 CoRR https://doi.org/10.48550/arXiv.2405.20348 db/journals/corr/corr2405.html#abs-2405-20348

Zhiwei Li 0007 Guodong Long Navigating the Future of Federated Recommendation Systems with Foundation Models. 2024 abs/2406.00004 CoRR https://doi.org/10.48550/arXiv.2406.00004 db/journals/corr/corr2406.html#abs-2406-00004

Peng Yan 0002 Guodong Long Jing Jiang 0002 Michael Blumenstein Personalized Interpretation on Federated Learning: A Virtual Concepts approach. 2024 abs/2406.19631 CoRR https://doi.org/10.48550/arXiv.2406.19631 db/journals/corr/corr2406.html#abs-2406-19631 streams/journals/corr

Zhiwei Li 0007 Guodong Long Tianyi Zhou 0001 Jing Jiang 0002 Chengqi Zhang Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach. 2024 abs/2408.08931 CoRR https://doi.org/10.48550/arXiv.2408.08931 db/journals/corr/corr2408.html#abs-2408-08931 streams/journals/corr

Yue Tan Guodong Long Jing Jiang 0002 Chengqi Zhang Influence-oriented Personalized Federated Learning. 2024 abs/2410.03315 CoRR https://doi.org/10.48550/arXiv.2410.03315 db/journals/corr/corr2410.html#abs-2410-03315 streams/journals/corr

Siyu Zhou Tianyi Zhou 0001 Yijun Yang Guodong Long Deheng Ye Jing Jiang 0002 Chengqi Zhang WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents. 2024 abs/2410.07484 CoRR https://doi.org/10.48550/arXiv.2410.07484 db/journals/corr/corr2410.html#abs-2410-07484 streams/journals/corr

Zhiwei Li 0007 Guodong Long Jing Jiang 0002 Chengqi Zhang Personalized Item Representations in Federated Multimodal Recommendation. 2024 abs/2410.08478 CoRR https://doi.org/10.48550/arXiv.2410.08478 db/journals/corr/corr2410.html#abs-2410-08478 streams/journals/corr

Jiale Zhang 0001 Haoxuan Li Di Wu 0050 Xiaobing Sun 0001 Qinghua Lu 0001 Guodong Long Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models. 2024 abs/2410.14102 CoRR https://doi.org/10.48550/arXiv.2410.14102 db/journals/corr/corr2410.html#abs-2410-14102 streams/journals/corr

Hao Sui Bing Chen 0002 Jiale Zhang 0001 Chengcheng Zhu Di Wu 0050 Qinghua Lu 0001 Guodong Long DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks. 2024 abs/2410.14105 CoRR https://doi.org/10.48550/arXiv.2410.14105 db/journals/corr/corr2410.html#abs-2410-14105 streams/journals/corr

Qi Wang 0078 Jindong Li 0002 Shiqi Wang 0006 Qianli Xing 0002 Runliang Niu He Kong 0004 Rui Li 0049 Guodong Long Yi Chang 0001 Chengqi Zhang Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond. 2024 abs/2410.19744 CoRR https://doi.org/10.48550/arXiv.2410.19744 db/journals/corr/corr2410.html#abs-2410-19744 streams/journals/corr

Shengchao Chen Guodong Long Jing Jiang 0002 Chengqi Zhang Federated Foundation Models on Heterogeneous Time Series. 2024 abs/2412.08906 CoRR https://doi.org/10.48550/arXiv.2412.08906 db/journals/corr/corr2412.html#abs-2412-08906 streams/journals/corr

Chunxu Zhang Guodong Long Hongkuan Guo Zhaojie Liu Guorui Zhou Zijian Zhang 0009 Yang Liu 0165 Bo Yang 0002 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. 2024 abs/2412.16969 CoRR https://doi.org/10.48550/arXiv.2412.16969 db/journals/corr/corr2412.html#abs-2412-16969 streams/journals/corr

Yiqiang Chen 0001 Wuliang Huang Xinlong Jiang Teng Zhang Yi Wang Bingjie Yan Zhirui Wang 0004 Qian Chen 0023 Yunbing Xing Dong Li Guodong Long UbiMeta: A Ubiquitous Operating System Model for Metaverse. 180-189 2023 7 Int. J. Crowd Sci. 4 https://doi.org/10.26599/ijcs.2023.9100028 db/journals/ijcrowdsci/ijcrowdsci7.html#ChenHJZWYWCXLL23

Chao Yang 0024 Xianzhi Wang 0001 Lina Yao 0001 Guodong Long Jing Jiang 0002 Guandong Xu Attentional Gated Res2Net for Multivariate Time Series Classification. 1371-1395 2023 April 55 Neural Process. Lett. 2 https://doi.org/10.1007/s11063-022-10944-0 db/journals/npl/npl55.html#YangWYLJX23

Zonghan Wu Shirui Pan Guodong Long Jing Jiang 0002 Chengqi Zhang Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering. 6687-6697 2023 July 35 IEEE Trans. Knowl. Data Eng. 7 https://doi.org/10.1109/TKDE.2022.3186016 db/journals/tkde/tkde35.html#WuPLJZ23

Zhihong Deng Jing Jiang 0002 Guodong Long Chengqi Zhang Causal Reinforcement Learning: A Survey. 2023 2023 Trans. Mach. Learn. Res. https://openreview.net/forum?id=qqnttX9LPo db/journals/tmlr/tmlr2023.html#Deng0LZ23

Guodong Long Ming Xie Tao Shen 0001 Tianyi Zhou 0001 Xianzhi Wang 0001 Jing Jiang 0002 Multi-center federated learning: clients clustering for better personalization. 481-500 2023 January 26 World Wide Web (WWW) 1 https://doi.org/10.1007/s11280-022-01046-x db/journals/www/www26.html#LongXSZWJ23

Yue Tan Yixin Liu 0001 Guodong Long Jing Jiang 0002 Qinghua Lu 0001 Chengqi Zhang Federated Learning on Non-IID Graphs via Structural Knowledge Sharing. 9953-9961 2023 AAAI https://doi.org/10.1609/aaai.v37i8.26187 conf/aaai/2023 db/conf/aaai/aaai2023.html#TanLL00Z23 Yucheng Zhou 0001 Tao Shen 0001 Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang Towards Robust Ranker for Text Retrieval. 5387-5401 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.332 https://aclanthology.org/2023.findings-acl.332 conf/acl/2023f db/conf/acl/acl2023f.html#Zhou0GTXLJJ23 Xiuying Chen Guodong Long Chongyang Tao Mingzhe Li 0001 Xin Gao 0001 Chengqi Zhang Xiangliang Zhang 0001 Improving the Robustness of Summarization Systems with Dual Augmentation. 6846-6857 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.378 https://aclanthology.org/2023.acl-long.378 https://www.wikidata.org/entity/Q131458417 conf/acl/2023-1 db/conf/acl/acl2023-1.html#ChenLTLGZ023 Weikuan Wang Tao Shen 0001 Michael Blumenstein Guodong Long Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. 15-29 2023 ADMA (5) https://doi.org/10.1007/978-3-031-46677-9_2 conf/adma/2023-5 db/conf/adma/adma2023-5.html#WangSBL23 Yang Wang 0002 Xueping Peng Tao Shen 0001 Allison Clarke Clement Schlegel Paul Martin 0014 Guodong Long Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. 18-32 2023 ADMA (3) https://doi.org/10.1007/978-3-031-46671-7_2 conf/adma/2023-3 db/conf/adma/adma2023-3.html#WangPSCSML23 Chao Yang 0024 Xianzhi Wang 0001 Lina Yao 0001 Guodong Long Guandong Xu From Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations. 19-33 2023 ADMA (1) https://doi.org/10.1007/978-3-031-46661-8_2 conf/adma/2023-1 db/conf/adma/adma2023-1.html#YangWYLX23 Leah Gerrard Xueping Peng Allison Clarke Guodong Long Multi-level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data. 63-78 2023 ADMA (3) https://doi.org/10.1007/978-3-031-46671-7_5 conf/adma/2023-3 db/conf/adma/adma2023-3.html#GerrardPCL23 Wensi Tang Guodong Long WeightRelay: Efficient Heterogeneous Federated Learning on Time Series. 129-140 2023 AI (1) https://doi.org/10.1007/978-981-99-8388-9_11 conf/ausai/2023-1 db/conf/ausai/ausai2023-1.html#TangL23 Jianan Yang Guodong Long Concept-Guided Interpretable Federated Learning. 160-172 2023 AI (2) https://doi.org/10.1007/978-981-99-8391-9_13 conf/ausai/2023-2 db/conf/ausai/ausai2023-2.html#YangL23 Yucheng Zhou 0001 Guodong Long Style-Aware Contrastive Learning for Multi-Style Image Captioning. 2212-2222 2023 EACL (Findings) https://doi.org/10.18653/v1/2023.findings-eacl.169 https://aclanthology.org/2023.findings-eacl.169 conf/eacl/2023f db/conf/eacl/eacl2023f.html#ZhouL23 Yucheng Zhou 0001 Guodong Long Multimodal Event Transformer for Image-guided Story Ending Generation. 3426-3436 2023 EACL https://doi.org/10.18653/v1/2023.eacl-main.249 https://aclanthology.org/2023.eacl-main.249 conf/eacl/2023 db/conf/eacl/eacl2023.html#ZhouL23a Yucheng Zhou 0001 Guodong Long Improving Cross-modal Alignment for Text-Guided Image Inpainting. 3437-3448 2023 EACL https://doi.org/10.18653/v1/2023.eacl-main.250 https://aclanthology.org/2023.eacl-main.250 conf/eacl/2023 db/conf/eacl/eacl2023.html#ZhouL23b Peng Yan 0002 Guodong Long Personalization Disentanglement for Federated Learning. 318-323 2023 ICME https://doi.org/10.1109/ICME55011.2023.00062 conf/icmcs/2023 db/conf/icmcs/icme2023.html#YanL23 Yijun Yang Tianyi Zhou 0001 Jing Jiang 0002 Guodong Long Yuhui Shi 0001 Continual Task Allocation in Meta-Policy Network via Sparse Prompting. 39623-39638 2023 ICML https://proceedings.mlr.press/v202/yang23t.html conf/icml/2023 db/conf/icml/icml2023.html#Yang00LS23 Haiyan Zhao Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Does Continual Learning Equally Forget All Parameters? 42280-42303 2023 ICML https://proceedings.mlr.press/v202/zhao23n.html conf/icml/2023 db/conf/icml/icml2023.html#Zhao0LJZ23 Shengchao Chen Guodong Long Tao Shen 0001 Jing Jiang 0002 Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data. 3532-3540 2023 IJCAI https://doi.org/10.24963/ijcai.2023/393 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#ChenL0023 Chunxu Zhang Guodong Long Tianyi Zhou 0001 Peng Yan 0002 Zijian Zhang 0009 Chengqi Zhang Bo Yang 0002 Dual Personalization on Federated Recommendation. 4558-4566 2023 IJCAI https://doi.org/10.24963/ijcai.2023/507 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#ZhangL0YZZY23 Tao Shen 0001 Xiubo Geng Chongyang Tao Can Xu Guodong Long Kai Zhang 0033 Daxin Jiang UnifieR: A Unified Retriever for Large-Scale Retrieval. 4787-4799 2023 KDD https://doi.org/10.1145/3580305.3599927 https://www.wikidata.org/entity/Q130992523 conf/kdd/2023 db/conf/kdd/kdd2023.html#0001GTXLZJ23 Jie Ma Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Structured Federated Learning through Clustered Additive Modeling. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/8668fdc7b2ddf55a0e235824c66f2eee-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#Ma0L0Z23 Yue Tan Chen Chen 0043 Weiming Zhuang Xin Dong 0009 Lingjuan Lyu Guodong Long Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/565f995643da6329cec701f26f8579f5-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#Tan0ZDLL23 Haiyan Zhao Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models for Downstream Tasks. 52-68 2023 ECML/PKDD (2) https://doi.org/10.1007/978-3-031-43415-0_4 conf/pkdd/2023-2 db/conf/pkdd/pkdd2023-2.html#ZhaoZLJZ23

Chunxu Zhang Guodong Long Tianyi Zhou 0001 Peng Yan 0002 Zijian Zhang 0009 Chengqi Zhang Bo Yang 0002 Dual Personalization on Federated Recommendation. 2023 abs/2301.08143 CoRR https://doi.org/10.48550/arXiv.2301.08143 db/journals/corr/corr2301.html#abs-2301-08143

Zhiwei Li 0007 Guodong Long Tianyi Zhou 0001 Federated Recommendation with Additive Personalization. 2023 abs/2301.09109 CoRR https://doi.org/10.48550/arXiv.2301.09109 db/journals/corr/corr2301.html#abs-2301-09109

Shengchao Chen Guodong Long Tao Shen 0001 Jing Jiang 0002 Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data. 2023 abs/2301.09152 CoRR https://doi.org/10.48550/arXiv.2301.09152 db/journals/corr/corr2301.html#abs-2301-09152

Yucheng Zhou 0001 Guodong Long Multimodal Event Transformer for Image-guided Story Ending Generation. 2023 abs/2301.11357 CoRR https://doi.org/10.48550/arXiv.2301.11357 db/journals/corr/corr2301.html#abs-2301-11357

Yucheng Zhou 0001 Guodong Long Improving Cross-modal Alignment for Text-Guided Image Inpainting. 2023 abs/2301.11362 CoRR https://doi.org/10.48550/arXiv.2301.11362 db/journals/corr/corr2301.html#abs-2301-11362

Yucheng Zhou 0001 Guodong Long Style-Aware Contrastive Learning for Multi-Style Image Captioning. 2023 abs/2301.11367 CoRR https://doi.org/10.48550/arXiv.2301.11367 db/journals/corr/corr2301.html#abs-2301-11367

Haiyan Zhao Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models for Downstream Tasks. 2023 abs/2301.11560 CoRR https://doi.org/10.48550/arXiv.2301.11560 db/journals/corr/corr2301.html#abs-2301-11560

Kun Yi 0001 Qi Zhang 0020 Shoujin Wang Hui He Guodong Long Zhendong Niu Neural Time Series Analysis with Fourier Transform: A Survey. 2023 abs/2302.02173 CoRR https://doi.org/10.48550/arXiv.2302.02173 db/journals/corr/corr2302.html#abs-2302-02173

Haiyan Zhao Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Does Continual Learning Equally Forget All Parameters? 2023 abs/2304.04158 CoRR https://doi.org/10.48550/arXiv.2304.04158 db/journals/corr/corr2304.html#abs-2304-04158

Tao Shen 0001 Guodong Long Xiubo Geng Chongyang Tao Tianyi Zhou 0001 Daxin Jiang Large Language Models are Strong Zero-Shot Retriever. 2023 abs/2304.14233 CoRR https://doi.org/10.48550/arXiv.2304.14233 db/journals/corr/corr2304.html#abs-2304-14233

Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen 0001 Can Xu Guodong Long Dongyan Zhao 0001 Daxin Jiang Knowledge Refinement via Interaction Between Search Engines and Large Language Models. 2023 abs/2305.07402 CoRR https://doi.org/10.48550/arXiv.2305.07402 db/journals/corr/corr2305.html#abs-2305-07402

Chunxu Zhang Guodong Long Tianyi Zhou 0001 Peng Yan 0002 Zijian Zhang 0009 Bo Yang 0002 Graph-guided Personalization for Federated Recommendation. 2023 abs/2305.07866 CoRR https://doi.org/10.48550/arXiv.2305.07866 db/journals/corr/corr2305.html#abs-2305-07866

Chunxu Zhang Guodong Long Tianyi Zhou 0001 Xiangyu Zhao 0001 Zijian Zhang 0009 Bo Yang 0002 IFedRec: Item-Guided Federated Aggregation for Cold-Start. 2023 abs/2305.12650 CoRR https://doi.org/10.48550/arXiv.2305.12650 db/journals/corr/corr2305.html#abs-2305-12650

Shengchao Chen Guodong Long Tao Shen 0001 Tianyi Zhou 0001 Jing Jiang 0002 Spatial-temporal Prompt Learning for Federated Weather Forecasting. 2023 abs/2305.14244 CoRR https://doi.org/10.48550/arXiv.2305.14244 db/journals/corr/corr2305.html#abs-2305-14244

Yijun Yang Tianyi Zhou 0001 Jing Jiang 0002 Guodong Long Yuhui Shi 0001 Continual Task Allocation in Meta-Policy Network via Sparse Prompting. 2023 abs/2305.18444 CoRR https://doi.org/10.48550/arXiv.2305.18444 db/journals/corr/corr2305.html#abs-2305-18444

Xiuying Chen Guodong Long Chongyang Tao Mingzhe Li 0001 Xin Gao 0001 Chengqi Zhang Xiangliang Zhang 0001 Improving the Robustness of Summarization Systems with Dual Augmentation. 2023 abs/2306.01090 CoRR https://doi.org/10.48550/arXiv.2306.01090 db/journals/corr/corr2306.html#abs-2306-01090

Peng Yan 0002 Guodong Long Personalization Disentanglement for Federated Learning. 2023 abs/2306.03570 CoRR https://doi.org/10.48550/arXiv.2306.03570 db/journals/corr/corr2306.html#abs-2306-03570

Zhihong Deng 0001 Jing Jiang 0002 Guodong Long Chengqi Zhang Causal Reinforcement Learning: A Survey. 2023 abs/2307.01452 CoRR https://doi.org/10.48550/arXiv.2307.01452 db/journals/corr/corr2307.html#abs-2307-01452

Haiyan Zhao Guodong Long One-Shot Pruning for Fast-adapting Pre-trained Models on Devices. 2023 abs/2307.04365 CoRR https://doi.org/10.48550/arXiv.2307.04365 db/journals/corr/corr2307.html#abs-2307-04365

Xiaohan Xu Chongyang Tao Tao Shen 0001 Can Xu Hongbo Xu Guodong Long Jianguang Lou Re-Reading Improves Reasoning in Language Models. 2023 abs/2309.06275 CoRR https://doi.org/10.48550/arXiv.2309.06275 db/journals/corr/corr2309.html#abs-2309-06275

Shuang Ao Tianyi Zhou 0001 Guodong Long Xuan Song 0001 Jing Jiang 0002 Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution. 2023 abs/2309.12529 CoRR https://doi.org/10.48550/arXiv.2309.12529 db/journals/corr/corr2309.html#abs-2309-12529

Yucheng Zhou 0001 Xiubo Geng Tao Shen 0001 Chongyang Tao Guodong Long Jian-Guang Lou Jianbing Shen Thread of Thought Unraveling Chaotic Contexts. 2023 abs/2311.08734 CoRR https://doi.org/10.48550/arXiv.2311.08734 db/journals/corr/corr2311.html#abs-2311-08734

Shengchao Chen Guodong Long Jing Jiang 0002 Dikai Liu Chengqi Zhang Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey. 2023 abs/2312.03014 CoRR https://doi.org/10.48550/arXiv.2312.03014 db/journals/corr/corr2312.html#abs-2312-03014

Chun Wang Shirui Pan Celina Ping Yu Ruiqi Hu Guodong Long Chengqi Zhang Deep neighbor-aware embedding for node clustering in attributed graphs. 108230 2022 122 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108230 https://www.wikidata.org/entity/Q113302560 db/journals/pr/pr122.html#WangPYHLZ22

Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy. 2293-2305 2022 34 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2020.3004939 db/journals/tkde/tkde34.html#LiuZLJZ22

Zhuowei Wang 0003 Jing Jiang 0002 Bo Han 0003 Lei Feng 0006 Bo An 0001 Gang Niu 0001 Guodong Long SemiNLL: A Framework of Noisy-Label Learning by Semi-Supervised Learning. 2022 2022 Trans. Mach. Learn. Res. https://openreview.net/forum?id=qzM1Tw5i7N db/journals/tmlr/tmlr2022.html#WangJHFANL22

Haiyan Zhao Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Extracting Local Reasoning Chains of Deep Neural Networks. 2022 2022 Trans. Mach. Learn. Res. https://openreview.net/forum?id=RP6G787uD8 db/journals/tmlr/tmlr2022.html#ZhaoZLJZ22

Yue Tan Guodong Long Lu Liu 0019 Tianyi Zhou 0001 Qinghua Lu 0001 Jing Jiang 0002 Chengqi Zhang FedProto: Federated Prototype Learning across Heterogeneous Clients. 8432-8440 2022 AAAI https://doi.org/10.1609/aaai.v36i8.20819 conf/aaai/2022 db/conf/aaai/aaai2022.html#TanLLZ00Z22 Yucheng Zhou 0001 Tao Shen 0001 Xiubo Geng Guodong Long Daxin Jiang ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. 2559-2575 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.183 https://aclanthology.org/2022.acl-long.183 https://www.wikidata.org/entity/Q131458442 conf/acl/2022-1 db/conf/acl/acl2022-1.html#ZhouSGLJ22 Jie Ma Ming Xie Guodong Long Personalized Federated Learning with Robust Clustering Against Model Poisoning. 238-252 2022 ADMA (2) https://doi.org/10.1007/978-3-031-22137-8_18 conf/adma/2022-2 db/conf/adma/adma2022-2.html#MaXL22 Zhuowei Wang 0003 Guodong Long Positive Unlabeled Learning by Sample Selection and Prototype Refinement. 304-318 2022 ADMA (1) https://doi.org/10.1007/978-3-031-22064-7_23 conf/adma/2022-1 db/conf/adma/adma2022-1.html#WangL22 Ming Xie Jie Ma Guodong Long Chengqi Zhang Robust Clustered Federated Learning with Bootstrap Median-of-Means. 237-250 2022 APWeb/WAIM (1) https://doi.org/10.1007/978-3-031-25158-0_19 conf/apweb/2022-1 db/conf/apweb/apweb2022-1.html#XieMLZ22 Chao Yang 0024 Xianzhi Wang 0001 Lina Yao 0001 Guodong Long Jing Jiang 0002 Guandong Xu Attentional Gated Res2net for Multivariate Time Series Classification. 3308-3312 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747189 conf/icassp/2022 db/conf/icassp/icassp2022.html#YangWYLJX22 Zhuowei Wang 0003 Jing Jiang 0002 Guodong Long Positive Unlabeled Learning by Semi-Supervised Learning. 2976-2980 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897738 conf/icip/2022 db/conf/icip/icip2022.html#00030L22 Wensi Tang Guodong Long Lu Liu 0019 Tianyi Zhou 0001 Michael Blumenstein Jing Jiang 0002 Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification. 2022 ICLR https://openreview.net/forum?id=PDYs7Z2XFGv conf/iclr/2022 db/conf/iclr/iclr2022.html#TangLLZB022 Shuang Ao Tianyi Zhou 0001 Jing Jiang 0002 Guodong Long Xuan Song 0001 Chengqi Zhang EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning. 822-843 2022 ICML https://proceedings.mlr.press/v162/ao22a.html conf/icml/2022 db/conf/icml/icml2022.html#AoZ0LSZ22 Yakun Chen Zihao Li 0005 Chao Yang 0024 Xianzhi Wang 0001 Guodong Long Guandong Xu Adaptive Graph Recurrent Network for Multivariate Time Series Imputation. 64-73 2022 ICONIP (5) https://doi.org/10.1007/978-981-99-1642-9_6 conf/iconip/2022-5 db/conf/iconip/iconip2022-5.html#ChenLY0LX22 Fengwen Chen Guodong Long Zonghan Wu Tianyi Zhou 0001 Jing Jiang 0002 Personalized Federated Learning With a Graph. 2575-2582 2022 IJCAI https://doi.org/10.24963/ijcai.2022/357 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#ChenLWZ022 Yang Li 0154 Guodong Long Tao Shen 0001 Jing Jiang 0002 Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. 316-326 2022 NAACL-HLT (Findings) https://doi.org/10.18653/v1/2022.findings-naacl.24 https://aclanthology.org/2022.findings-naacl.24 conf/naacl/2022f db/conf/naacl/naacl2022f.html#LiLSJ22 Hao Huang Xiubo Geng Guodong Long Daxin Jiang Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding. 375-384 2022 NAACL-HLT https://doi.org/10.18653/v1/2022.naacl-main.28 https://aclanthology.org/2022.naacl-main.28 conf/naacl/2022 db/conf/naacl/naacl2022.html#HuangGLJ22 Yue Tan Guodong Long Jie Ma Lu Liu 0019 Tianyi Zhou 0001 Jing Jiang 0002 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/7aa320d2b4b8f6400b18f6f77b6c1535-Abstract-Conference.html db/conf/nips/neurips2022.html#TanLML0022 Qi Cheng Guodong Long Federated Learning Operations (FLOps): Challenges, Lifecycle and Approaches. 12-17 2022 TAAI https://doi.org/10.1109/TAAI57707.2022.00012 conf/taai/2022 db/conf/taai/taai2022.html#ChengL22 Yucheng Zhou 0001 Xiubo Geng Tao Shen 0001 Guodong Long Daxin Jiang EventBERT: A Pre-Trained Model for Event Correlation Reasoning. 850-859 2022 WWW https://doi.org/10.1145/3485447.3511928 conf/www/2022 db/conf/www/www2022.html#ZhouGSLJ22 Bohan Li 0001 Lin Yue Jing Jiang 0002 Weitong Chen 0001 Xue Li 0001 Guodong Long Fei Fang Han Yu 0001 Advanced Data Mining and Applications - 17th International Conference, ADMA 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings, Part I ADMA Springer 2022 Lecture Notes in Computer Science 13087 978-3-030-95404-8 978-3-030-95405-5 https://doi.org/10.1007/978-3-030-95405-5 db/conf/adma/adma2021-1.html Bohan Li 0001 Lin Yue Jing Jiang 0002 Weitong Chen 0001 Xue Li 0001 Guodong Long Fei Fang Han Yu 0001 Advanced Data Mining and Applications - 17th International Conference, ADMA 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings, Part II ADMA Springer 2022 Lecture Notes in Computer Science 13088 978-3-030-95407-9 978-3-030-95408-6 https://doi.org/10.1007/978-3-030-95408-6 db/conf/adma/adma2021-2.html Guodong Long Xinghuo Yu 0001 Sen Wang 0001 AI 2021: Advances in Artificial Intelligence - 34th Australasian Joint Conference, AI 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings AI Springer 2022 Lecture Notes in Computer Science 13151 978-3-030-97545-6 978-3-030-97546-3 https://doi.org/10.1007/978-3-030-97546-3 db/conf/ausai/ausai2022.html

Jie Ma Guodong Long Tianyi Zhou 0001 Jing Jiang 0002 Chengqi Zhang On the Convergence of Clustered Federated Learning. 2022 abs/2202.06187 CoRR https://arxiv.org/abs/2202.06187 db/journals/corr/corr2202.html#abs-2202-06187

Fengwen Chen Guodong Long Zonghan Wu Tianyi Zhou 0001 Jing Jiang 0002 Personalized Federated Learning With Structure. 2022 abs/2203.00829 CoRR https://doi.org/10.48550/arXiv.2203.00829 db/journals/corr/corr2203.html#abs-2203-00829

Yucheng Zhou 0001 Tao Shen 0001 Xiubo Geng Guodong Long Daxin Jiang ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. 2022 abs/2203.02225 CoRR https://doi.org/10.48550/arXiv.2203.02225 db/journals/corr/corr2203.html#abs-2203-02225

Zhuowei Wang 0003 Tianyi Zhou 0001 Guodong Long Bo Han 0003 Jing Jiang 0002 FedNoiL: A Simple Two-Level Sampling Method for Federated Learning with Noisy Labels. 2022 abs/2205.10110 CoRR https://doi.org/10.48550/arXiv.2205.10110 db/journals/corr/corr2205.html#abs-2205-10110

Yucheng Zhou 0001 Tao Shen 0001 Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang Towards Robust Ranker for Text Retrieval. 2022 abs/2206.08063 CoRR https://doi.org/10.48550/arXiv.2206.08063 db/journals/corr/corr2206.html#abs-2206-08063

Yue Tan Guodong Long Jie Ma Lu Liu 0019 Tianyi Zhou 0001 Jing Jiang 0002 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach. 2022 abs/2209.10083 CoRR https://doi.org/10.48550/arXiv.2209.10083 db/journals/corr/corr2209.html#abs-2209-10083

Chenglin Wang 0008 Yucheng Zhou 0001 Guodong Long Xiaodong Wang 0006 Xiaowei Xu 0005 Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI. 2022 abs/2210.15248 CoRR https://doi.org/10.48550/arXiv.2210.15248 db/journals/corr/corr2210.html#abs-2210-15248

Yang Li 0154 Canran Xu Tao Shen 0001 Jing Jiang 0002 Guodong Long CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class Classification. 2022 abs/2211.05987 CoRR https://doi.org/10.48550/arXiv.2211.05987 db/journals/corr/corr2211.html#abs-2211-05987

Yue Tan Yixin Liu 0001 Guodong Long Jing Jiang 0002 Qinghua Lu 0001 Chengqi Zhang Federated Learning on Non-IID Graphs via Structural Knowledge Sharing. 2022 abs/2211.13009 CoRR https://doi.org/10.48550/arXiv.2211.13009 db/journals/corr/corr2211.html#abs-2211-13009

Yucheng Zhou 0001 Tao Shen 0001 Xiubo Geng Chongyang Tao Guodong Long Can Xu Daxin Jiang Fine-Grained Distillation for Long Document Retrieval. 2022 abs/2212.10423 CoRR https://doi.org/10.48550/arXiv.2212.10423 db/journals/corr/corr2212.html#abs-2212-10423

Zhineng Fu Weijun Xu Ruiqi Hu Guodong Long Jing Jiang 0002 MHieR-encoder: Modelling the high-frequency changes across stocks. 107092 2021 224 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.107092 db/journals/kbs/kbs224.html#FuXHLJ21

Xiaohan Zhang Lu Liu 0019 Guodong Long Jing Jiang 0002 Shenquan Liu Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task. 1-10 2021 134 Neural Networks https://doi.org/10.1016/j.neunet.2020.11.003 https://www.wikidata.org/entity/Q104070582 db/journals/nn/nn134.html#ZhangLLJL21

Shaoxiong Ji Shirui Pan Xue Li 0001 Erik Cambria Guodong Long Zi Huang Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. 214-226 2021 8 IEEE Trans. Comput. Soc. Syst. 1 https://doi.org/10.1109/TCSS.2020.3021467 db/journals/tcss/tcss8.html#JiPLCLH21

Lin Yue Hao Shen Sen Wang 0001 Robert Boots Guodong Long Weitong Chen 0001 Xiaowei Zhao 0004 Exploring BCI Control in Smart Environments: Intention Recognition Via EEG Representation Enhancement Learning. 90:1-90:20 2021 15 ACM Trans. Knowl. Discov. Data 5 https://doi.org/10.1145/3450449 db/journals/tkdd/tkdd15.html#YueSWBLCZ21

Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu A Comprehensive Survey on Graph Neural Networks. 4-24 2021 32 IEEE Trans. Neural Networks Learn. Syst. 1 https://doi.org/10.1109/TNNLS.2020.2978386 https://www.wikidata.org/entity/Q90687284 db/journals/tnn/tnn32.html#WuPCLZY21

Zhe Liu 0023 Yun Li Lina Yao 0001 Xianzhi Wang 0001 Guodong Long Task Aligned Generative Meta-learning for Zero-shot Learning. 8723-8731 2021 AAAI https://doi.org/10.1609/aaai.v35i10.17057 conf/aaai/2021 db/conf/aaai/aaai2021.html#LiuLY0L21 Hao Huang Xiubo Geng Jian Pei 0001 Guodong Long Daxin Jiang Reasoning over Entity-Action-Location Graph for Procedural Text Understanding. 5100-5109 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.396 https://aclanthology.org/2021.acl-long.396 conf/acl/2021-1 db/conf/acl/acl2021-1.html#HuangGPLJ20 Bo Wang 0069 Tao Shen 0001 Guodong Long Tianyi Zhou 0001 Yi Chang 0001 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. 3002-3012 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.258 https://aclanthology.org/2021.findings-emnlp.258 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#WangSLZC21 Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Sequential Diagnosis Prediction with Transformer and Ontological Representation. 489-498 2021 ICDM https://doi.org/10.1109/ICDM51629.2021.00060 conf/icdm/2021 db/conf/icdm/icdm2021.html#PengLSW021 Lu Liu 0019 William L. Hamilton Guodong Long Jing Jiang 0002 Hugo Larochelle A Universal Representation Transformer Layer for Few-Shot Image Classification. 2021 ICLR https://openreview.net/forum?id=04cII6MumYV conf/iclr/2021 db/conf/iclr/iclr2021.html#LiuHLJL21 Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Xuanyi Dong Chengqi Zhang Isometric Propagation Network for Generalized Zero-shot Learning. 2021 ICLR https://openreview.net/forum?id=-mWcQVLPSPy conf/iclr/2021 db/conf/iclr/iclr2021.html#LiuZLJDZ21 Yang Zhang Risa Higashita Guodong Long Rong Li Daisuke Santo Jiang Liu 0001 Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. 479-490 2021 ICONIP (2) https://doi.org/10.1007/978-3-030-92270-2_41 conf/iconip/2021-2 db/conf/iconip/iconip2021-2.html#ZhangHLLSL21 Yang Zhang Risa Higashita Yanwu Xu 0001 Daisuke Santo Yan Hu Guodong Long Jiang Liu 0001 Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network. 92-100 2021 OMIA@MICCAI https://doi.org/10.1007/978-3-030-87000-3_10 conf/miccai/2021omia db/conf/miccai/omia2021.html#ZhangHXSHLL21 Shuang Ao Tianyi Zhou 0001 Guodong Long Qinghua Lu 0001 Liming Zhu 0001 Jing Jiang 0002 CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum. 10444-10456 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/56577889b3c1cd083b6d7b32d32f99d5-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#AoZLLZJ21 Bo Wang 0069 Tao Shen 0001 Guodong Long Tianyi Zhou 0001 Ying Wang 0009 Yi Chang 0001 Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion. 1737-1748 2021 WWW https://doi.org/10.1145/3442381.3450043 conf/www/2021 db/conf/www/www2021.html#WangSLZW021

Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Xuanyi Dong Chengqi Zhang Isometric Propagation Network for Generalized Zero-shot Learning. 2021 abs/2102.02038 CoRR https://arxiv.org/abs/2102.02038 db/journals/corr/corr2102.html#abs-2102-02038

Shaoxiong Ji Teemu Saravirta Shirui Pan Guodong Long Anwar Walid Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning. 2021 abs/2102.12920 CoRR https://arxiv.org/abs/2102.12920 db/journals/corr/corr2102.html#abs-2102-12920

Zhe Liu 0023 Yun Li Lina Yao 0001 Xianzhi Wang 0001 Guodong Long Task Aligned Generative Meta-learning for Zero-shot Learning. 2021 abs/2103.02185 CoRR https://arxiv.org/abs/2103.02185 db/journals/corr/corr2103.html#abs-2103-02185

Xiaohan Zhang Lu Liu 0019 Guodong Long Jing Jiang 0002 Shenquan Liu Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task. 2021 abs/2103.03679 CoRR https://arxiv.org/abs/2103.03679 db/journals/corr/corr2103.html#abs-2103-03679

Yue Tan Guodong Long Lu Liu 0019 Tianyi Zhou 0001 Jing Jiang 0002 FedProto: Federated Prototype Learning over Heterogeneous Devices. 2021 abs/2105.00243 CoRR https://arxiv.org/abs/2105.00243 db/journals/corr/corr2105.html#abs-2105-00243

Zonghan Wu Shirui Pan Guodong Long Jing Jiang 0002 Chengqi Zhang Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering. 2021 abs/2107.04755 CoRR https://arxiv.org/abs/2107.04755 db/journals/corr/corr2107.html#abs-2107-04755

Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Zhendong Niu Chengqi Zhang MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. 2021 abs/2107.09288 CoRR https://arxiv.org/abs/2107.09288 db/journals/corr/corr2107.html#abs-2107-09288

Guodong Long Yue Tan Jing Jiang 0002 Chengqi Zhang Federated Learning for Open Banking. 2021 abs/2108.10749 CoRR https://arxiv.org/abs/2108.10749 db/journals/corr/corr2108.html#abs-2108-10749

Guodong Long Tao Shen 0001 Yue Tan Leah Gerrard Allison Clarke Jing Jiang 0002 Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health. 2021 abs/2108.10761 CoRR https://arxiv.org/abs/2108.10761 db/journals/corr/corr2108.html#abs-2108-10761

Bo Wang 0069 Tao Shen 0001 Guodong Long Tianyi Zhou 0001 Yi Chang 0001 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. 2021 abs/2109.02403 CoRR https://arxiv.org/abs/2109.02403 db/journals/corr/corr2109.html#abs-2109-02403

Zonghan Wu Da Zheng 0004 Shirui Pan Quan Gan Guodong Long George Karypis TraverseNet: Unifying Space and Time in Message Passing. 2021 abs/2109.02474 CoRR https://arxiv.org/abs/2109.02474 db/journals/corr/corr2109.html#abs-2109-02474

Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Sequential Diagnosis Prediction with Transformer and Ontological Representation. 2021 abs/2109.03069 CoRR https://arxiv.org/abs/2109.03069 db/journals/corr/corr2109.html#abs-2109-03069

Yang Li 0154 Guodong Long Tao Shen 0001 Jing Jiang 0002 Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. 2021 abs/2109.09036 CoRR https://arxiv.org/abs/2109.09036 db/journals/corr/corr2109.html#abs-2109-09036

Yucheng Zhou 0001 Xiubo Geng Tao Shen 0001 Guodong Long Daxin Jiang EventBERT: A Pre-Trained Model for Event Correlation Reasoning. 2021 abs/2110.06533 CoRR https://arxiv.org/abs/2110.06533 db/journals/corr/corr2110.html#abs-2110-06533

Cheng Zheng 0004 Qin Zhang 0011 Guodong Long Chengqi Zhang Sean D. Young Wei Wang 0010 Measuring Time-Sensitive and Topic-Specific Influence in Social Networks With LSTM and Self-Attention. 82481-82492 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2991683 https://www.wikidata.org/entity/Q96641872 db/journals/access/access8.html#ZhengZLZYW20

Yu Zheng 0013 Ruiqi Hu Sai-Fu Fung Celina Ping Yu Guodong Long Ting Guo 0005 Shirui Pan Clustering social audiences in business information networks. 107126 2020 100 Pattern Recognit. https://doi.org/10.1016/j.patcog.2019.107126 https://www.wikidata.org/entity/Q126659293 db/journals/pr/pr100.html#ZhengHFYLGP20

Shirui Pan Ruiqi Hu Sai-Fu Fung Guodong Long Jing Jiang 0002 Chengqi Zhang Learning Graph Embedding With Adversarial Training Methods. 2475-2487 2020 50 IEEE Trans. Cybern. 6 https://doi.org/10.1109/TCYB.2019.2932096 https://www.wikidata.org/entity/Q93101479 db/journals/tcyb/tcyb50.html#PanHFLJZ20

Jing Jiang 0002 Shaoxiong Ji Guodong Long Decentralized Knowledge Acquisition for Mobile Internet Applications. 2653-2669 2020 23 World Wide Web 5 https://doi.org/10.1007/s11280-019-00775-w db/journals/www/www23.html#JiangJL20

Weitong Chen 0001 Guodong Long Lina Yao 0001 Quan Z. Sheng AMRNN: attended multi-task recurrent neural networks for dynamic illness severity prediction. 2753-2770 2020 23 World Wide Web 5 https://doi.org/10.1007/s11280-019-00720-x https://www.wikidata.org/entity/Q127218208 db/journals/www/www23.html#ChenLYS20

Ruiqi Hu Shirui Pan Guodong Long Qinghua Lu 0001 Liming Zhu 0001 Jing Jiang 0002 Going Deep: Graph Convolutional Ladder-Shape Networks. 2838-2845 2020 AAAI https://doi.org/10.1609/aaai.v34i03.5673 conf/aaai/2020 db/conf/aaai/aaai2020.html#HuPL0Z020 Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Attribute Propagation Network for Graph Zero-Shot Learning. 4868-4875 2020 AAAI https://doi.org/10.1609/aaai.v34i04.5923 conf/aaai/2020 db/conf/aaai/aaai2020.html#LiuZL0Z20 Yang Li 0154 Guodong Long Tao Shen 0001 Tianyi Zhou 0001 Lina Yao 0001 Huan Huo Jing Jiang 0002 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction. 8269-8276 2020 AAAI https://doi.org/10.1609/aaai.v34i05.6342 conf/aaai/2020 db/conf/aaai/aaai2020.html#LiLSZYHJ20 Weitao Wang Meng Wang 0009 Sen Wang 0001 Guodong Long Lina Yao 0001 Guilin Qi Yang Chen 0008 One-Shot Learning for Long-Tail Visual Relation Detection. 12225-12232 2020 AAAI https://doi.org/10.1609/aaai.v34i07.6904 conf/aaai/2020 db/conf/aaai/aaai2020.html#WangWWLYQC20 Han Zheng Jing Jiang 0002 Pengfei Wei 0001 Guodong Long Chengqi Zhang Competitive and Cooperative Heterogeneous Deep Reinforcement Learning. 1656-1664 2020 AAMAS https://dl.acm.org/doi/10.5555/3398761.3398951 https://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1656.pdf conf/atal/2020 db/conf/atal/aamas2020.html#Zheng0WLZ20 Hao Huang Guodong Long Tao Shen 0001 Jing Jiang 0002 Chengqi Zhang RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion. 556-567 2020 COLING https://doi.org/10.18653/v1/2020.coling-main.48 https://aclanthology.org/2020.coling-main.48/ conf/coling/2020 db/conf/coling/coling2020.html#HuangLSJZ20 Yang Li 0154 Tao Shen 0001 Guodong Long Jing Jiang 0002 Tianyi Zhou 0001 Chengqi Zhang Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention. 1653-1664 2020 COLING https://doi.org/10.18653/v1/2020.coling-main.145 https://aclanthology.org/2020.coling-main.145/ conf/coling/2020 db/conf/coling/coling2020.html#LiSLJZZ20 Tao Shen 0001 Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. 8980-8994 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.722 https://aclanthology.org/2020.emnlp-main.722/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#ShenMHLTC20 Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Chengqi Zhang BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. 412-421 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00050 conf/icdm/2020 db/conf/icdm/icdm2020.html#PengLS00Z20 Chun Wang Bo Han 0003 Shirui Pan Jing Jiang 0002 Gang Niu 0001 Guodong Long Cross-Graph: Robust and Unsupervised Embedding for Attributed Graphs with Corrupted Structure. 571-580 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00066 conf/icdm/2020 db/conf/icdm/icdm2020.html#Wang0PJ0L20 Tao Shen 0001 Xiubo Geng Guodong Long Jing Jiang 0002 Chengqi Zhang Daxin Jiang Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. 2227-2233 2020 IJCAI https://doi.org/10.24963/ijcai.2020/308 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#ShenGL0ZJ20 Wensi Tang Lu Liu 0019 Guodong Long Interpretable Time-series Classification on Few-shot Samples. 1-8 2020 IJCNN https://doi.org/10.1109/IJCNN48605.2020.9206860 conf/ijcnn/2020 db/conf/ijcnn/ijcnn2020.html#TangLL20 Zonghan Wu Shirui Pan Guodong Long Jing Jiang 0002 Xiaojun Chang Chengqi Zhang Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. 753-763 2020 KDD https://doi.org/10.1145/3394486.3403118 conf/kdd/2020 db/conf/kdd/kdd2020.html#WuPL0CZ20 Han Zheng Pengfei Wei 0001 Jing Jiang 0002 Guodong Long Qinghua Lu 0001 Chengqi Zhang Cooperative Heterogeneous Deep Reinforcement Learning. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/ca3a9be77f7e88708afb20c8cdf44b60-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#ZhengW0L0Z20 Bingcong Li Bo Han 0003 Zhuowei Wang 0003 Jing Jiang 0002 Guodong Long Confusable Learning for Large-Class Few-Shot Classification. 707-723 2020 ECML/PKDD (2) https://doi.org/10.1007/978-3-030-67661-2_42 conf/pkdd/2020-2 db/conf/pkdd/pkdd2020-2.html#Li0W0L20 Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Self-attention Enhanced Patient Journey Understanding in Healthcare System. 719-735 2020 ECML/PKDD (3) https://doi.org/10.1007/978-3-030-67664-3_43 conf/pkdd/2020-3 db/conf/pkdd/pkdd2020-3.html#PengLS0020 Guodong Long Yue Tan Jing Jiang 0002 Chengqi Zhang Federated Learning for Open Banking. 240-254 2020 series/lncs/12500 Federated Learning https://doi.org/10.1007/978-3-030-63076-8_17 db/series/lncs/lncs12500.html#LongT0Z20

Wensi Tang Guodong Long Lu Liu 0019 Tianyi Zhou 0001 Jing Jiang 0002 Michael Blumenstein Rethinking 1D-CNN for Time Series Classification: A Stronger Baseline. 2020 abs/2002.10061 CoRR https://arxiv.org/abs/2002.10061 db/journals/corr/corr2002.html#abs-2002-10061

Tao Shen 0001 Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. 2020 abs/2004.14224 CoRR https://arxiv.org/abs/2004.14224 db/journals/corr/corr2004.html#abs-2004-14224

Bo Wang 0069 Tao Shen 0001 Guodong Long Tianyi Zhou 0001 Yi Chang 0001 Semantic Triple Encoder for Fast Open-Set Link Prediction. 2020 abs/2004.14781 CoRR https://arxiv.org/abs/2004.14781 db/journals/corr/corr2004.html#abs-2004-14781

Ming Xie Guodong Long Tao Shen 0001 Tianyi Zhou 0001 Xianzhi Wang 0001 Jing Jiang 0002 Multi-Center Federated Learning. 2020 abs/2005.01026 CoRR https://arxiv.org/abs/2005.01026 db/journals/corr/corr2005.html#abs-2005-01026

Zonghan Wu Shirui Pan Guodong Long Jing Jiang 0002 Xiaojun Chang Chengqi Zhang Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. 2020 abs/2005.11650 CoRR https://arxiv.org/abs/2005.11650 db/journals/corr/corr2005.html#abs-2005-11650

Wensi Tang Lu Liu 0019 Guodong Long Interpretable Time-series Classification on Few-shot Samples. 2020 abs/2006.02031 CoRR https://arxiv.org/abs/2006.02031 db/journals/corr/corr2006.html#abs-2006-02031

Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Self-Attention Enhanced Patient Journey Understanding in Healthcare System. 2020 abs/2006.10516 CoRR https://arxiv.org/abs/2006.10516 db/journals/corr/corr2006.html#abs-2006-10516

Lu Liu 0019 William L. Hamilton Guodong Long Jing Jiang 0002 Hugo Larochelle A Universal Representation Transformer Layer for Few-Shot Image Classification. 2020 abs/2006.11702 CoRR https://arxiv.org/abs/2006.11702 db/journals/corr/corr2006.html#abs-2006-11702

Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy. 2020 abs/2006.15479 CoRR https://arxiv.org/abs/2006.15479 db/journals/corr/corr2006.html#abs-2006-15479

Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Attribute Propagation Network for Graph Zero-shot Learning. 2020 abs/2009.11816 CoRR https://arxiv.org/abs/2009.11816 db/journals/corr/corr2009.html#abs-2009-11816

Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Chengqi Zhang BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. 2020 abs/2009.13252 CoRR https://arxiv.org/abs/2009.13252 db/journals/corr/corr2009.html#abs-2009-13252

Yang Li 0154 Tao Shen 0001 Guodong Long Jing Jiang 0002 Tianyi Zhou 0001 Chengqi Zhang Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention. 2020 abs/2010.03773 CoRR https://arxiv.org/abs/2010.03773 db/journals/corr/corr2010.html#abs-2010-03773

Hao Huang Guodong Long Tao Shen 0001 Jing Jiang 0002 Chengqi Zhang RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion. 2020 abs/2010.04863 CoRR https://arxiv.org/abs/2010.04863 db/journals/corr/corr2010.html#abs-2010-04863

Han Zheng Pengfei Wei 0001 Jing Jiang 0002 Guodong Long Qinghua Lu 0001 Chengqi Zhang Cooperative Heterogeneous Deep Reinforcement Learning. 2020 abs/2011.00791 CoRR https://arxiv.org/abs/2011.00791 db/journals/corr/corr2011.html#abs-2011-00791

Bingcong Li Bo Han 0003 Zhuowei Wang 0003 Jing Jiang 0002 Guodong Long Confusable Learning for Large-class Few-Shot Classification. 2020 abs/2011.03154 CoRR https://arxiv.org/abs/2011.03154 db/journals/corr/corr2011.html#abs-2011-03154

Zhuowei Wang 0003 Jing Jiang 0002 Bo Han 0003 Lei Feng 0006 Bo An 0001 Gang Niu 0001 Guodong Long SemiNLL: A Framework of Noisy-Label Learning by Semi-Supervised Learning. 2020 abs/2012.00925 CoRR https://arxiv.org/abs/2012.00925 db/journals/corr/corr2012.html#abs-2012-00925

Qin Zhang 0011 Jia Wu 0001 Peng Zhang 0001 Guodong Long Chengqi Zhang Salient Subsequence Learning for Time Series Clustering. 2193-2207 2019 41 IEEE Trans. Pattern Anal. Mach. Intell. 9 https://doi.org/10.1109/TPAMI.2018.2847699 https://www.wikidata.org/entity/Q89560795 db/journals/pami/pami41.html#ZhangWZLZ19

Xinxin Jiang Shirui Pan Guodong Long Fei Xiong Jing Jiang 0002 Chengqi Zhang Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation. 9713-9723 2019 66 IEEE Trans. Ind. Electron. 12 https://doi.org/10.1109/TIE.2018.2873526 db/journals/tie/tie66.html#JiangPLXJZ19

Kaixuan Chen 0001 Lina Yao 0001 Dalin Zhang 0001 Xiaojun Chang Guodong Long Sen Wang 0001 Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. 3321-3328 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33013321 conf/aaai/2019 db/conf/aaai/aaai2019.html#ChenYZCLW19 Yang Wang 0002 Guodong Long Xueping Peng Allison Clarke Robin Stevenson Leah Gerrard Interactive Deep Metric Learning for Healthcare Cohort Discovery. 208-221 2019 AusDM https://doi.org/10.1007/978-981-15-1699-3_17 conf/ausdm/2019 db/conf/ausdm/ausdm2019.html#WangLPCSG19 Shaoxiong Ji Guodong Long Shirui Pan Tianqing Zhu Jing Jiang 0002 Sen Wang 0001 Detecting Suicidal Ideation with Data Protection in Online Communities. 225-229 2019 DASFAA (3) https://doi.org/10.1007/978-3-030-18590-9_17 conf/dasfaa/2019w db/conf/dasfaa/dasfaa2019w.html#JiLPZ0W19 Tao Shen 0001 Xiubo Geng Tao Qin 0001 Daya Guo Duyu Tang Nan Duan 0001 Guodong Long Daxin Jiang Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base. 2442-2451 2019 EMNLP/IJCNLP (1) https://doi.org/10.18653/v1/D19-1248 conf/emnlp/2019-1 db/conf/emnlp/emnlp2019-1.html#ShenGQGTDLJ19 Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Michael Blumenstein Temporal Self-Attention Network for Medical Concept Embedding. 498-507 2019 ICDM https://doi.org/10.1109/ICDM.2019.00060 conf/icdm/2019 db/conf/icdm/icdm2019.html#PengLSW0B19 Dalin Zhang 0001 Lina Yao 0001 Kaixuan Chen 0001 Guodong Long Sen Wang 0001 Collective Protection: Preventing Sensitive Inferences via Integrative Transformation. 1498-1503 2019 ICDM https://doi.org/10.1109/ICDM.2019.00197 conf/icdm/2019 db/conf/icdm/icdm2019.html#ZhangYCLW19 Zonghan Wu Shirui Pan Guodong Long Jing Jiang 0002 Chengqi Zhang Graph WaveNet for Deep Spatial-Temporal Graph Modeling. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/264 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#WuPLJZ19 1907-1913 Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Lina Yao 0001 Chengqi Zhang Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/418 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#LiuZLJYZ19 3015-3022 Chun Wang Shirui Pan Ruiqi Hu Guodong Long Jing Jiang 0002 Chengqi Zhang Attributed Graph Clustering: A Deep Attentional Embedding Approach. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/509 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#WangPHLJZ19 3670-3676 Fengwen Chen Shirui Pan Jing Jiang 0002 Huan Huo Guodong Long DAGCN: Dual Attention Graph Convolutional Networks. 1-8 2019 IJCNN https://doi.org/10.1109/IJCNN.2019.8851698 conf/ijcnn/2019 db/conf/ijcnn/ijcnn2019.html#ChenPJHL19 Shaoxiong Ji Shirui Pan Guodong Long Xue Li 0001 Jing Jiang 0002 Zi Huang Learning Private Neural Language Modeling with Attentive Aggregation. 1-8 2019 IJCNN https://doi.org/10.1109/IJCNN.2019.8852464 conf/ijcnn/2019 db/conf/ijcnn/ijcnn2019.html#JiPL0JH19 Xueping Peng Guodong Long Shirui Pan Jing Jiang 0002 Zhendong Niu Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records. 1-8 2019 IJCNN https://doi.org/10.1109/IJCNN.2019.8852429 conf/ijcnn/2019 db/conf/ijcnn/ijcnn2019.html#PengLPJN19 Di Wu 0050 Junjun Chen Nabin Sharma Shirui Pan Guodong Long Michael Blumenstein Adversarial Action Data Augmentation for Similar Gesture Action Recognition. 1-8 2019 IJCNN https://doi.org/10.1109/IJCNN.2019.8851993 conf/ijcnn/2019 db/conf/ijcnn/ijcnn2019.html#WuCSPLB19 Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. 1256-1266 2019 NAACL-HLT (1) https://doi.org/10.18653/v1/n19-1127 https://aclanthology.org/N19-1127/ conf/naacl/2019-1 db/conf/naacl/naacl2019-1.html#ShenZL0Z19 Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Learning to Propagate for Graph Meta-Learning. 1037-1048 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/00ac8ed3b4327bdd4ebbebcb2ba10a00-Abstract.html http://papers.nips.cc/paper/8389-learning-to-propagate-for-graph-meta-learning conf/nips/2019 db/conf/nips/nips2019.html#LiuZLJZ19

Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu A Comprehensive Survey on Graph Neural Networks. 2019 abs/1901.00596 CoRR http://arxiv.org/abs/1901.00596 db/journals/corr/corr1901.html#abs-1901-00596

Shirui Pan Ruiqi Hu Sai-Fu Fung Guodong Long Jing Jiang 0002 Chengqi Zhang Learning Graph Embedding with Adversarial Training Methods. 2019 abs/1901.01250 CoRR http://arxiv.org/abs/1901.01250 db/journals/corr/corr1901.html#abs-1901-01250

Fengwen Chen Shirui Pan Jing Jiang 0002 Huan Huo Guodong Long DAGCN: Dual Attention Graph Convolutional Networks. 2019 abs/1904.02278 CoRR http://arxiv.org/abs/1904.02278 db/journals/corr/corr1904.html#abs-1904-02278

Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Lina Yao 0001 Chengqi Zhang Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph. 2019 abs/1905.04042 CoRR http://arxiv.org/abs/1905.04042 db/journals/corr/corr1905.html#abs-1905-04042

Shaoxiong Ji Guodong Long Shirui Pan Tianqing Zhu Jing Jiang 0002 Sen Wang 0001 Xue Li 0001 Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care. 2019 abs/1905.07665 CoRR http://arxiv.org/abs/1905.07665 db/journals/corr/corr1905.html#abs-1905-07665

Zonghan Wu Shirui Pan Guodong Long Jing Jiang 0002 Chengqi Zhang Graph WaveNet for Deep Spatial-Temporal Graph Modeling. 2019 abs/1906.00121 CoRR http://arxiv.org/abs/1906.00121 db/journals/corr/corr1906.html#abs-1906-00121

Chun Wang Shirui Pan Ruiqi Hu Guodong Long Jing Jiang 0002 Chengqi Zhang Attributed Graph Clustering: A Deep Attentional Embedding Approach. 2019 abs/1906.06532 CoRR http://arxiv.org/abs/1906.06532 db/journals/corr/corr1906.html#abs-1906-06532

Tao Shen 0001 Xiubo Geng Tao Qin 0001 Guodong Long Jing Jiang 0002 Daxin Jiang Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. 2019 abs/1909.02762 CoRR http://arxiv.org/abs/1909.02762 db/journals/corr/corr1909.html#abs-1909-02762

Lu Liu 0019 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Learning to Propagate for Graph Meta-Learning. 2019 abs/1909.05024 CoRR http://arxiv.org/abs/1909.05024 db/journals/corr/corr1909.html#abs-1909-05024

Xueping Peng Guodong Long Tao Shen 0001 Sen Wang 0001 Jing Jiang 0002 Michael Blumenstein Temporal Self-Attention Network for Medical Concept Embedding. 2019 abs/1909.06886 CoRR http://arxiv.org/abs/1909.06886 db/journals/corr/corr1909.html#abs-1909-06886

Tao Shen 0001 Xiubo Geng Tao Qin 0001 Daya Guo Duyu Tang Nan Duan 0001 Guodong Long Daxin Jiang Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base. 2019 abs/1910.05069 CoRR http://arxiv.org/abs/1910.05069 db/journals/corr/corr1910.html#abs-1910-05069

Shaoxiong Ji Shirui Pan Xue Li 0001 Erik Cambria Guodong Long Zi Huang Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. 2019 abs/1910.12611 CoRR http://arxiv.org/abs/1910.12611 db/journals/corr/corr1910.html#abs-1910-12611

Yang Li 0154 Guodong Long Tao Shen 0001 Tianyi Zhou 0001 Lina Yao 0001 Huan Huo Jing Jiang 0002 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction. 2019 abs/1911.11899 CoRR http://arxiv.org/abs/1911.11899 db/journals/corr/corr1911.html#abs-1911-11899

Shaoxiong Ji Celina Ping Yu Sai-Fu Fung Shirui Pan Guodong Long Supervised Learning for Suicidal Ideation Detection in Online User Content. 6157249:1-6157249:10 2018 2018 Complex. https://doi.org/10.1155/2018/6157249 https://www.wikidata.org/entity/Q129242482 db/journals/complexity/complexity2018.html#JiYFPL18

Qinzhe Zhang Jia Wu 0001 Qin Zhang 0011 Peng Zhang 0001 Guodong Long Chengqi Zhang Dual influence embedded social recommendation. 849-874 2018 21 World Wide Web 4 https://doi.org/10.1007/s11280-017-0486-5 db/journals/www/www21.html#ZhangW00LZ18

Forough Rezaei Boroujeni Sen Wang 0001 Zhihui Li 0001 Nicholas West Bela Stantic Lina Yao 0001 Guodong Long Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11805 conf/aaai/2018 db/conf/aaai/aaai2018.html#BoroujeniWLWSYL18 2746-2753 Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Shirui Pan Chengqi Zhang DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11941 conf/aaai/2018 db/conf/aaai/aaai2018.html#ShenZLJPZ18 5446-5455 Weitong Chen 0001 Sen Wang 0001 Guodong Long Lina Yao 0001 Quan Z. Sheng Xue Li 0001 Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit. 917-922 2018 ICDM https://doi.org/10.1109/ICDM.2018.00111 conf/icdm/2018 db/conf/icdm/icdm2018.html#ChenWLYSL18 Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. 2018 ICLR (Poster) https://openreview.net/forum?id=H1cWzoxA- conf/iclr/2018 db/conf/iclr/iclr2018.html#ShenZL0Z18 Shirui Pan Ruiqi Hu Guodong Long Jing Jiang 0002 Lina Yao 0001 Chengqi Zhang Adversarially Regularized Graph Autoencoder for Graph Embedding. 2609-2615 2018 IJCAI https://doi.org/10.24963/ijcai.2018/362 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#PanHLJYZ18 Xiang Zhang 0012 Lina Yao 0001 Chaoran Huang 0001 Sen Wang 0001 Mingkui Tan Guodong Long Can Wang 0004 Multi-modality Sensor Data Classification with Selective Attention. 3111-3117 2018 IJCAI https://doi.org/10.24963/ijcai.2018/432 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#ZhangY0WTLW18 Shuai Zhang 0007 Lina Yao 0001 Aixin Sun Sen Wang 0001 Guodong Long Manqing Dong NeuRec: On Nonlinear Transformation for Personalized Ranking. 3669-3675 2018 IJCAI https://doi.org/10.24963/ijcai.2018/510 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#ZhangYSWLD18 Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Sen Wang 0001 Chengqi Zhang Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling. 4345-4352 2018 IJCAI https://doi.org/10.24963/ijcai.2018/604 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#ShenZLJWZ18 Xinxin Jiang Shirui Pan Jing Jiang 0002 Guodong Long Cross-Domain Deep Learning Approach For Multiple Financial Market Prediction. 1-8 2018 IJCNN https://doi.org/10.1109/IJCNN.2018.8489360 conf/ijcnn/2018 db/conf/ijcnn/ijcnn2018.html#JiangPJL18 Xinxin Jiang Shirui Pan Guodong Long Jiang Chang Jing Jiang 0002 Chengqi Zhang Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data. 1-8 2018 IJCNN https://doi.org/10.1109/IJCNN.2018.8489420 conf/ijcnn/2018 db/conf/ijcnn/ijcnn2018.html#JiangPLCJZ18

Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Sen Wang 0001 Chengqi Zhang Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling. 2018 abs/1801.10296 CoRR http://arxiv.org/abs/1801.10296 db/journals/corr/corr1801.html#abs-1801-10296

Shirui Pan Ruiqi Hu Guodong Long Jing Jiang 0002 Lina Yao 0001 Chengqi Zhang Adversarially Regularized Graph Autoencoder. 2018 abs/1802.04407 CoRR http://arxiv.org/abs/1802.04407 db/journals/corr/corr1802.html#abs-1802-04407

Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. 2018 abs/1804.00857 CoRR http://arxiv.org/abs/1804.00857 db/journals/corr/corr1804.html#abs-1804-00857

Xiang Zhang 0012 Lina Yao 0001 Chaoran Huang 0001 Sen Wang 0001 Mingkui Tan Guodong Long Can Wang 0004 Multi-modality Sensor Data Classification with Selective Attention. 2018 abs/1804.05493 CoRR http://arxiv.org/abs/1804.05493 db/journals/corr/corr1804.html#abs-1804-05493

Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Chengqi Zhang Fast Directional Self-Attention Mechanism. 2018 abs/1805.00912 CoRR http://arxiv.org/abs/1805.00912 db/journals/corr/corr1805.html#abs-1805-00912

Shuai Zhang 0007 Lina Yao 0001 Aixin Sun Sen Wang 0001 Guodong Long Manqing Dong NeuRec: On Nonlinear Transformation for Personalized Ranking. 2018 abs/1805.03002 CoRR http://arxiv.org/abs/1805.03002 db/journals/corr/corr1805.html#abs-1805-03002

Kaixuan Chen 0001 Lina Yao 0001 Dalin Zhang 0001 Xiaojun Chang Guodong Long Sen Wang 0001 Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. 2018 abs/1811.05299 CoRR http://arxiv.org/abs/1811.05299 db/journals/corr/corr1811.html#abs-1811-05299

Ruiqi Hu Celina Ping Yu Sai-Fu Fung Shirui Pan Haishuai Wang Guodong Long Universal Network Representation for Heterogeneous Information Networks. 2018 abs/1811.12157 CoRR http://arxiv.org/abs/1811.12157 db/journals/corr/corr1811.html#abs-1811-12157

Shaoxiong Ji Shirui Pan Guodong Long Xue Li 0001 Jing Jiang 0002 Zi Huang Learning Private Neural Language Modeling with Attentive Aggregation. 2018 abs/1812.07108 CoRR http://arxiv.org/abs/1812.07108 db/journals/corr/corr1812.html#abs-1812-07108

Qinzhe Zhang Jia Wu 0001 Peng Zhang 0001 Guodong Long Chengqi Zhang Collective Hyping Detection System for Identifying Online Spam Activities. 53-63 2017 32 IEEE Intell. Syst. 5 https://doi.org/10.1109/MIS.2017.3711639 http://doi.ieeecomputersociety.org/10.1109/MIS.2017.3711639 db/journals/expert/expert32.html#ZhangWZLZ17

Shirui Pan Jia Wu 0001 Xingquan Zhu 0001 Guodong Long Chengqi Zhang Boosting for graph classification with universum. 53-77 2017 50 Knowl. Inf. Syst. 1 https://doi.org/10.1007/s10115-016-0934-z https://www.wikidata.org/entity/Q114827307 db/journals/kais/kais50.html#PanWZLZ17

Shirui Pan Jia Wu 0001 Xingquan Zhu 0001 Guodong Long Chengqi Zhang Task Sensitive Feature Exploration and Learning for Multitask Graph Classification. 744-758 2017 47 IEEE Trans. Cybern. 3 https://doi.org/10.1109/TCYB.2016.2526058 https://www.wikidata.org/entity/Q39919415 db/journals/tcyb/tcyb47.html#PanWZLZ17

Sen Wang 0001 Xue Li 0001 Xiaojun Chang Lina Yao 0001 Quan Z. Sheng Guodong Long Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining. 31:1-31:21 2017 11 ACM Trans. Knowl. Discov. Data 3 https://doi.org/10.1145/3003729 db/journals/tkdd/tkdd11.html#WangLCYSL17

Chun Wang Shirui Pan Guodong Long Xingquan Zhu 0001 Jing Jiang 0002 MGAE: Marginalized Graph Autoencoder for Graph Clustering. 889-898 2017 CIKM https://doi.org/10.1145/3132847.3132967 conf/cikm/2017 db/conf/cikm/cikm2017.html#WangPLZJ17 Ruiqi Hu Shirui Pan Jing Jiang 0002 Guodong Long Graph Ladder Networks for Network Classification. 2103-2106 2017 CIKM https://doi.org/10.1145/3132847.3133124 conf/cikm/2017 db/conf/cikm/cikm2017.html#HuPJL17 Ruiqi Hu Celina Ping Yu Sai-Fu Fung Shirui Pan Haishuai Wang Guodong Long Universal network representation for heterogeneous information networks. 388-395 2017 IJCNN https://doi.org/10.1109/IJCNN.2017.7965880 conf/ijcnn/2017 db/conf/ijcnn/ijcnn2017.html#HuYFPWL17

Tao Shen 0001 Tianyi Zhou 0001 Guodong Long Jing Jiang 0002 Shirui Pan Chengqi Zhang DiSAN: Directional Self-Attention Network for RNN/CNN-free Language Understanding. 2017 abs/1709.04696 CoRR http://arxiv.org/abs/1709.04696 db/journals/corr/corr1709.html#abs-1709-04696

Meng Wang 0009 Mengyue Liu Jun Liu 0002 Sen Wang 0001 Guodong Long Buyue Qian Safe Medicine Recommendation via Medical Knowledge Graph Embedding. 2017 abs/1710.05980 CoRR http://arxiv.org/abs/1710.05980 db/journals/corr/corr1710.html#abs-1710-05980

Xingzhong Du Yan Yan 0006 Pingbo Pan Guodong Long Lei Zhao 0001 Multiple graph unsupervised feature selection. 754-760 2016 120 Signal Process. https://doi.org/10.1016/j.sigpro.2014.12.027 db/journals/sigpro/sigpro120.html#DuYPLZ16

Qin Zhang 0011 Peng Zhang 0001 Guodong Long Wei Ding 0003 Chengqi Zhang Xindong Wu 0001 Online Learning from Trapezoidal Data Streams. 2709-2723 2016 28 IEEE Trans. Knowl. Data Eng. 10 https://doi.org/10.1109/TKDE.2016.2563424 http://doi.ieeecomputersociety.org/10.1109/TKDE.2016.2563424 db/journals/tkde/tkde28.html#ZhangZL0ZW16

Sen Wang 0001 Xiaojun Chang Xue Li 0001 Guodong Long Lina Yao 0001 Quan Z. Sheng Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding. 3191-3202 2016 28 IEEE Trans. Knowl. Data Eng. 12 https://doi.org/10.1109/TKDE.2016.2605687 http://doi.ieeecomputersociety.org/10.1109/TKDE.2016.2605687 https://www.wikidata.org/entity/Q114628591 db/journals/tkde/tkde28.html#WangCLLYS16

Peng Zhang 0001 Jing He 0004 Guodong Long Guangyan Huang Chengqi Zhang Towards Anomalous Diffusion Sources Detection in a Large Network. 2:1-2:24 2016 16 ACM Trans. Internet Techn. 1 https://doi.org/10.1145/2806889 db/journals/toit/toit16.html#ZhangHLHZ16

Sen Wang 0001 Pingbo Pan Guodong Long Weitong Chen 0001 Xue Li 0001 Quan Z. Sheng Compact representation for large-scale unconstrained video analysis. 231-246 2016 19 World Wide Web 2 https://doi.org/10.1007/s11280-015-0354-0 db/journals/www/www19.html#WangPLCLS16

Yan Yan 0006 Zhongwen Xu Ivor W. Tsang Guodong Long Yi Yang 0001 Robust Semi-Supervised Learning through Label Aggregation. 2244-2250 2016 AAAI https://doi.org/10.1609/aaai.v30i1.10276 conf/aaai/2016 db/conf/aaai/aaai2016.html#YanXTLY16 Xiaojun Chang Yi Yang 0001 Guodong Long Chengqi Zhang Alexander G. Hauptmann Dynamic Concept Composition for Zero-Example Event Detection. 3464-3470 2016 AAAI https://doi.org/10.1609/aaai.v30i1.10474 conf/aaai/2016 db/conf/aaai/aaai2016.html#ChangYLZH16 Qinzhe Zhang Jia Wu 0001 Hong Yang 0003 Weixue Lu Guodong Long Chengqi Zhang Global and Local Influence-based Social Recommendation. 1917-1920 2016 CIKM https://doi.org/10.1145/2983323.2983873 conf/cikm/2016 db/conf/cikm/cikm2016.html#ZhangWYLLZ16 Qin Zhang 0011 Jia Wu 0001 Peng Zhang 0001 Guodong Long Ivor W. Tsang Chengqi Zhang Inferring Latent Network from Cascade Data for Dynamic Social Recommendation. 669-678 2016 ICDM https://doi.org/10.1109/ICDM.2016.0078 https://doi.ieeecomputersociety.org/10.1109/ICDM.2016.0078 conf/icdm/2016 db/conf/icdm/icdm2016.html#ZhangWZLTZ16 Ruiqi Hu Shirui Pan Guodong Long Xingquan Zhu 0001 Jing Jiang 0002 Chengqi Zhang Co-clustering enterprise social networks. 107-114 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727187 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#HuPLZJZ16 Yu Bai Haishuai Wang Jia Wu 0001 Yun Zhang Jing Jiang 0002 Guodong Long Evolutionary lazy learning for Naive Bayes classification. 3124-3129 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727597 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#BaiWWZJL16 Qinzhe Zhang Qin Zhang 0011 Guodong Long Peng Zhang 0001 Chengqi Zhang Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior. 40-51 2016 PAKDD (1) https://doi.org/10.1007/978-3-319-31753-3_4 conf/pakdd/2016-1 db/conf/pakdd/pakdd2016-1.html#ZhangZLZZ16

Xiaojun Chang Yi Yang 0001 Guodong Long Chengqi Zhang Alexander G. Hauptmann Dynamic Concept Composition for Zero-Example Event Detection. 2016 abs/1601.03679 CoRR http://arxiv.org/abs/1601.03679 db/journals/corr/corr1601.html#ChangYLZH16

Shirui Pan Jia Wu 0001 Xingquan Zhu 0001 Guodong Long Chengqi Zhang Finding the best not the most: regularized loss minimization subgraph selection for graph classification. 3783-3796 2015 48 Pattern Recognit. 11 https://doi.org/10.1016/j.patcog.2015.05.019 db/journals/pr/pr48.html#PanWZLZ15

Xinxin Jiang Wei Liu 0007 Longbing Cao Guodong Long Coupled Collaborative Filtering for Context-aware Recommendation. 4172-4173 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9705 conf/aaai/2015 db/conf/aaai/aaai2015.html#JiangLCL15 Qinzhe Zhang Litao Yu Guodong Long SocialTrail: Recommending Social Trajectories from Location-Based Social Networks. 314-317 2015 ADC https://doi.org/10.1007/978-3-319-19548-3_26 conf/adc/2015 db/conf/adc/adc2015.html#ZhangYL15 Sayan Unankard Xue Li 0001 Guodong Long Invariant Event Tracking on Social Networks. 517-521 2015 DASFAA (2) https://doi.org/10.1007/978-3-319-18123-3_31 conf/dasfaa/2015-2 db/conf/dasfaa/dasfaa2015-2.html#UnankardLL15 Qin Zhang 0011 Peng Zhang 0001 Guodong Long Wei Ding 0003 Chengqi Zhang Xindong Wu 0001 Towards Mining Trapezoidal Data Streams. 1111-1116 2015 ICDM https://doi.org/10.1109/ICDM.2015.42 https://doi.ieeecomputersociety.org/10.1109/ICDM.2015.42 conf/icdm/2015 db/conf/icdm/icdm2015.html#ZhangZLDZW15 Xinxin Jiang Xueping Peng Guodong Long Discovering Sequential Rental Patterns by Fleet Tracking. 42-49 2015 ICDS https://doi.org/10.1007/978-3-319-24474-7_7 conf/icdsci/2015 db/conf/icdsci/icdsci2015.html#JiangPL15 Guodong Long Instance-based and feature-based classification enhancement for short & sparse texts University of Technology Sydney, Australia 2014 https://hdl.handle.net/10453/29252 Guodong Long Jing Jiang 0002 Graph Based Feature Augmentation for Short and Sparse Text Classification. 456-467 2013 ADMA (1) https://doi.org/10.1007/978-3-642-53914-5_39 conf/adma/2013-1 db/conf/adma/adma2013-1.html#LongJ13 Jing Jiang 0002 Jie Lu 0001 Guangquan Zhang 0001 Guodong Long Optimal Cloud Resource Auto-Scaling for Web Applications. 58-65 2013 CCGRID https://doi.org/10.1109/CCGrid.2013.73 https://doi.ieeecomputersociety.org/10.1109/CCGrid.2013.73 conf/ccgrid/2013 db/conf/ccgrid/ccgrid2013.html#JiangLZL13 Guodong Long Ling Chen 0006 Xingquan Zhu 0001 Chengqi Zhang TCSST: transfer classification of short & sparse text using external data. 764-772 2012 CIKM https://doi.org/10.1145/2396761.2396859 https://www.wikidata.org/entity/Q66692714 conf/cikm/2012 db/conf/cikm/cikm2012.html#LongCZZ12 Jing Jiang 0002 Jie Lu 0001 Guangquan Zhang 0001 Guodong Long Scaling-Up Item-Based Collaborative Filtering Recommendation Algorithm Based on Hadoop. 490-497 2011 SERVICES https://doi.org/10.1109/SERVICES.2011.66 https://doi.ieeecomputersociety.org/10.1109/SERVICES.2011.66 conf/services/2011 db/conf/services/services2011.html#JiangLZL11 Bo An 0001 Debra Anderson Shuang Ao Yu Bai Kathleen Baird Jiang Bian 0001 Michael Blumenstein Michale Blumestein Robert Boots Forough Rezaei Boroujeni Peng Cai 0001 Erik Cambria Longbing Cao Jiang Chang Xiaojun Chang Yi Chang 0001 Bing Chen 0002 Chen Chen 0043 Fengwen Chen Junjun Chen Kaixuan Chen 0001 Ling Chen 0006 Meng Chen 0003 Qian Chen 0023 Shengchao Chen Shutong Chen Weitong Chen Weitong Chen 0001 Weizhu Chen Xiaojun Chen 0006 Xiuying Chen Yakun Chen Yang Chen 0008 Yiqiang Chen 0001 Qi Cheng Allison Clarke Angela Dawson Liwei Deng Zhi-Hong DengZhihong Deng Zhi-Hong Deng 0001Zhihong Deng 0001 Donghui Ding Wei Ding 0003 Manqing Dong Xin Dong 0009 Xuanyi Dong Xingzhong Du Nan Duan 0001 Anwar ElwalidAnwar Walid Lixin Fan Wei Fan 0010 Fei Fang Xiao Fang Jiazhan Feng Lei Feng 0006 Philippe Fournier-Viger Deborah Fox Zhineng Fu Sai-Fu Fung Quan Gan Xin Gao 0001 Chunpeng Ge 0001 Xiubo Geng Leah Gerrard Yongshun Gong Daya Guo Hongkuan Guo Kairui Guo Ting Guo 0005 William L. Hamilton Bo Han 0003 Alex Hauptmann 0001Alexander G. Hauptmann Hui He Jing He 0004 Pengcheng He Risa Higashita Liang Hu 0004 Ruiqi Hu Ruotong Hu Yan Hu Yupeng Hu 0003 Chaoran Huang 0001 Guangyan Huang Hao Huang Wuliang Huang Zi HuangZi Helen Huang Huan Huo Shaoxiong Ji Daxin Jiang Jing Jiang 0002 Xinlong Jiang Xinxin Jiang Binxing Jiao Antonio Jimeno-Yepes Chao Jin George Karypis Irwin King He Kong 0004 Hugo Larochelle Yibin Lei Zeqi Leng Liane Lewin-Eytan Bingcong Li Bo Li 0001 Bohan Li 0001 Dong Li Fuyi Li Haoxuan Li Haoyang Li 0016 Jindong Li 0002 Mingzhe Li 0001 Rong Li Rui Li 0049 Xiaoyu Li Xue Li 0001 Yang Li 0154 Yuchen Li 0001 Yuheng Li Yun Li Zhao Li 0007 Zhihui Li 0001 Zhiwei Li 0007 Zihao Li 0005 Yuxuan Liang Dikai Liu Jiang Liu 0001 Jianxun Liu 0001JianXun Liu 0001 Jun Liu 0002 Lu Liu 0019 Mengyue Liu Qingxiang Liu Shenquan Liu Ting Liu Wei Liu 0007 Xuanwu Liu Yang Liu 0165 Yixin Liu 0001 Yuxi Liu 0003 Zhaojie Liu Zhe Liu 0023 Jian-Guang Lou Jianguang Lou Jie Lu 0001 Kezhi Lu Qinghua Lu 0001 Weixue Lu Wenpeng Lu Lingjuan Lyu Jie Ma Shuai Ma 0001 Yi Mao Paul Martin 0014 Susan Morton Gang Niu 0001 Runliang Niu Xinhe Niu Zhendong Niu Pingbo Pan Shirui Pan Jian Pei 0001 Xueping Peng Yan Peng 0001 Guilin Qi Buyue Qian Libo Qin 0001 Tao Qin 0001 Fahimeh Ramezani 0001 Flora D. Salim Daisuke Santo Teemu Saravirta Clement Schlegel Nabin Sharma Hao Shen Jianbing Shen Jun Shen 0001 Tao Shen 0001 Quan Z. Sheng Yuhui Shi 0001 Jiasheng Si Xuan Song 0001 Yang Song Zelia Soo Bela Stantic Robin Stevenson Hao Sui Aixin Sun Jiacheng Sun Sheng Sun Xiaobing Sun 0001 Mingkui Tan Yue Tan Duyu Tang Wensi Tang Chongyang Tao Sin G. Teo Adam Trischler Ivor W. Tsang Sayan Unankard Lauri Vasankari Bo Wang 0069 Can Wang 0004 Chao Wang 0095 Chenglin Wang 0008 Chun Wang Haishuai Wang Liang Wang Meng Wang 0009 Qi Wang 0078 Sen Wang 0001 Shiqi Wang 0006 Shoujin Wang Wei Wang 0010 Weikuan Wang Weitao Wang Xianzhi Wang 0001 Xiaodong Wang 0006 Yang Wang 0002 Yi Wang Ying Wang 0009 Zhirui Wang 0004 Zhuowei Wang 0003 Pengfei Wei 0001 Qingsong Wen Nicholas West Di Wu 0050 Jia Wu 0001 Xindong Wu 0001 Yuankai Wu Zonghan Wu Riting Xia Ming Xie Qianli Xing 0002 Yunbing Xing Fei Xiong Hui Xiong 0001 Can Xu Canran Xu Guandong Xu Hongbo Xu Weijun Xu Xiaohan Xu Xiaowei Xu 0005 Yanwu Xu 0001 Zenglin Xu Zhongwen Xu Zhiheng Xue Bingjie Yan Peng Yan 0002 Yan Yan 0006 Bo Yang 0002 Chao Yang 0024 Hong Yang 0003 Jianan Yang Qiang Yang 0001 Yi Yang 0001 Yijun Yang Yiyuan Yang Zhiqin Yang Lina Yao 0001 Deheng Ye Shanshan Ye Kun Yi 0001 Elad Yom-Tov Jianming Yong Sean D. Young Celina Ping Yu Han Yu 0001 Litao Yu Philip S. Yu Xinghuo Yu 0001 Lin Yue Bowen Zhang 0005 Chengqi Zhang Chunxu Zhang Dalin Zhang 0001 Guangquan Zhang 0001 Guobiao Zhang Honglei Zhang 0002 Ji Zhang 0001 Jiale Zhang 0001 Jiarun Zhang Kai Zhang 0033 Le Zhang 0001 Peng Zhang 0001 Qi Zhang 0020 Qin Zhang 0011 Qinzhe Zhang Shuai Zhang 0007 Teng Zhang Weipeng Zhang Xiang Zhang 0012 Xiangliang Zhang 0001 Xiaohan Zhang Yang Zhang Yifei Zhang Yitian Zhang Yun Zhang Zhenhao Zhang Zijian Zhang 0009 Dongyan Zhao 0001 Haiyan Zhao Lei Zhao 0001 Xiangyu Zhao 0001 Xiaowei Zhao 0004 Cheng Zheng 0004 Da Zheng 0004 Han Zheng Yu Zheng 0013 Guorui Zhou Siyu Zhou Tianyi Zhou 0001 Yucheng Zhou 0001 Chengcheng Zhu Liming Zhu 0001 Tianqing Zhu Xingquan Zhu 0001 Weiming Zhuang