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Juntao Tan
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2020 – today
- 2024
- [j6]Jian Li, Fei Yang
, Debao Yuan, Haoyu Wang, Shiji Song, Juntao Tan, Zhuoyue Wen:
Unraveling the Accuracy Enigma: Investigating ZTD Data Precision in TUW-VMF3 and GFZ-VMF3 Products Using a Comprehensive Global GPS Dataset. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [j5]Zhichao Xu
A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability. ACM Trans. Inf. Syst. 42(1): 29:1-29:29 (2024) - [c19]Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang:
GenRec: Large Language Model for Generative Recommendation. ECIR (3) 2024: 494-502 - [c18]Juntao Tan, Shelby Heinecke, Zhiwei Liu, Yongjun Chen, Yongfeng Zhang, Huan Wang:
Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training. SDM 2024: 743-751 - [c17]Juntao Tan
IDGenRec: LLM-RecSys Alignment with Textual ID Learning. SIGIR 2024: 355-364 - [i27]Jianguo Zhang, Tian Lan, Rithesh Murthy, Zhiwei Liu, Weiran Yao, Juntao Tan, Thai Hoang, Liangwei Yang, Yihao Feng, Zuxin Liu, Tulika Manoj Awalgaonkar, Juan Carlos Niebles, Silvio Savarese, Shelby Heinecke, Huan Wang, Caiming Xiong:
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning. CoRR abs/2402.15506 (2024) - [i26]Zhiwei Liu, Weiran Yao, Jianguo Zhang, Liangwei Yang, Zuxin Liu, Juntao Tan, Prafulla Kumar Choubey, Tian Lan, Jason Wu, Huan Wang, Shelby Heinecke, Caiming Xiong, Silvio Savarese:
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System. CoRR abs/2402.15538 (2024) - [i25]Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang:
Towards LLM-RecSys Alignment with Textual ID Learning. CoRR abs/2403.19021 (2024) - [i24]Rithesh Murthy, Liangwei Yang, Juntao Tan, Tulika Manoj Awalgaonkar, Yilun Zhou, Shelby Heinecke, Sachin Desai, Jason Wu, Ran Xu, Sarah Tan, Jianguo Zhang, Zhiwei Liu, Shirley Kokane, Zuxin Liu, Ming Zhu, Huan Wang, Caiming Xiong, Silvio Savarese:
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases. CoRR abs/2406.10290 (2024) - [i23]Zuxin Liu, Thai Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh Murthy, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong:
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets. CoRR abs/2406.18518 (2024) - [i22]Le Xue, Manli Shu, Anas Awadalla, Jun Wang, An Yan, Senthil Purushwalkam, Honglu Zhou, Viraj Prabhu, Yutong Dai, Michael S. Ryoo, Shrikant Kendre, Jieyu Zhang, Can Qin, Shu Zhang, Chia-Chih Chen, Ning Yu, Juntao Tan, Tulika Manoj Awalgaonkar, Shelby Heinecke, Huan Wang, Yejin Choi, Ludwig Schmidt, Zeyuan Chen, Silvio Savarese, Juan Carlos Niebles, Caiming Xiong, Ran Xu:
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models. CoRR abs/2408.08872 (2024) - [i21]Jianguo Zhang, Tian Lan, Ming Zhu, Zuxin Liu, Thai Hoang, Shirley Kokane, Weiran Yao, Juntao Tan, Akshara Prabhakar, Haolin Chen, Zhiwei Liu, Yihao Feng, Tulika Manoj Awalgaonkar, Rithesh Murthy, Eric Hu, Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
xLAM: A Family of Large Action Models to Empower AI Agent Systems. CoRR abs/2409.03215 (2024) - [i20]Zhiwei Liu, Weiran Yao, Jianguo Zhang, Rithesh Murthy, Liangwei Yang, Zuxin Liu, Tian Lan, Ming Zhu, Juntao Tan, Shirley Kokane, Thai Hoang, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent. CoRR abs/2410.18528 (2024) - 2023
- [j4]Jianchao Ji, Zelong Li
Efficient Non-Sampling Graph Neural Networks. Inf. 14(8): 424 (2023) - [j3]Yunqi Li
Fairness in Recommendation: Foundations, Methods, and Applications. ACM Trans. Intell. Syst. Technol. 14(5): 95:1-95:48 (2023) - [j2]Shuyuan Xu
Deconfounded Causal Collaborative Filtering. Trans. Recomm. Syst. 1(4): 1-25 (2023) - [c16]Juntao Tan, Yingqiang Ge, Yan Zhu, Yinglong Xia, Jiebo Luo
User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations. ECAI 2023: 2307-2314 - [c15]Shijie Geng, Juntao Tan, Shuchang Liu, Zuohui Fu, Yongfeng Zhang:
VIP5: Towards Multimodal Foundation Models for Recommendation. EMNLP (Findings) 2023: 9606-9620 - [c14]Juntao Tan
ExplainableFold: Understanding AlphaFold Prediction with Explainable AI. KDD 2023: 2166-2176 - [c13]Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang:
OpenAGI: When LLM Meets Domain Experts. NeurIPS 2023 - [c12]Jianchao Ji
Counterfactual Collaborative Reasoning. WSDM 2023: 249-257 - [i19]Shuyuan Xu
Causal Inference for Recommendation: Foundations, Methods and Applications. CoRR abs/2301.04016 (2023) - [i18]Juntao Tan, Yongfeng Zhang:
ExplainableFold: Understanding AlphaFold Prediction with Explainable AI. CoRR abs/2301.11765 (2023) - [i17]Yingqiang Ge, Wenyue Hua, Jianchao Ji, Juntao Tan, Shuyuan Xu
OpenAGI: When LLM Meets Domain Experts. CoRR abs/2304.04370 (2023) - [i16]Juntao Tan, Shelby Heinecke
Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training. CoRR abs/2304.05492 (2023) - [i15]Shijie Geng, Juntao Tan, Shuchang Liu, Zuohui Fu, Yongfeng Zhang:
VIP5: Towards Multimodal Foundation Models for Recommendation. CoRR abs/2305.14302 (2023) - [i14]Jianchao Ji, Zelong Li, Shuyuan Xu, Max Xiong, Juntao Tan, Yingqiang Ge, Hao Wang, Yongfeng Zhang:
Counterfactual Collaborative Reasoning. CoRR abs/2307.00165 (2023) - [i13]Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang:
GenRec: Large Language Model for Generative Recommendation. CoRR abs/2307.00457 (2023) - [i12]Juntao Tan, Yingqiang Ge, Yan Zhu, Yinglong Xia, Jiebo Luo, Jianchao Ji, Yongfeng Zhang:
User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations. CoRR abs/2308.00894 (2023) - [i11]Yingqiang Ge, Yujie Ren, Wenyue Hua, Shuyuan Xu
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem. CoRR abs/2312.03815 (2023) - 2022
- [c11]Juntao Tan, Lan Zhang, Yang Liu, Anran Li, Ye Wu:
Residue-based Label Protection Mechanisms in Vertical Logistic Regression. BigCom 2022: 356-364 - [c10]Shuyuan Xu
Dynamic Causal Collaborative Filtering. CIKM 2022: 2301-2310 - [c9]Yunqi Li, Hanxiong Chen, Juntao Tan, Yongfeng Zhang:
Causal factorization machine for robust recommendation. JCDL 2022: 10 - [c8]Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo
Explainable Fairness in Recommendation. SIGIR 2022: 681-691 - [c7]Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang:
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW 2022: 946-955 - [c6]Juntao Tan, Shijie Geng, Zuohui Fu, Yingqiang Ge, Shuyuan Xu
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning. WWW 2022: 1018-1027 - [i10]Juntao Tan, Shijie Geng, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Yunqi Li, Yongfeng Zhang:
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning. CoRR abs/2202.08816 (2022) - [i9]Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo
Explainable Fairness in Recommendation. CoRR abs/2204.11159 (2022) - [i8]Juntao Tan, Lan Zhang, Yang Liu, Anran Li, Ye Wu:
Residue-based Label Protection Mechanisms in Vertical Logistic Regression. CoRR abs/2205.04166 (2022) - [i7]Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Shuchang Liu, Yongfeng Zhang:
Fairness in Recommendation: A Survey. CoRR abs/2205.13619 (2022) - [i6]Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li
A Survey on Trustworthy Recommender Systems. CoRR abs/2207.12515 (2022) - [i5]Shuyuan Xu
Dynamic Causal Collaborative Filtering. CoRR abs/2208.11094 (2022) - 2021
- [c5]Juntao Tan, Shuyuan Xu
Counterfactual Explainable Recommendation. CIKM 2021: 1784-1793 - [c4]Anran Li
Efficient Federated-Learning Model Debugging. ICDE 2021: 372-383 - [c3]Juntao Tan, Changkyu Song, Abdeslam Boularias:
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs. ICRA 2021: 14061-14068 - [c2]Anran Li
Sample-level Data Selection for Federated Learning. INFOCOM 2021: 1-10 - [i4]Juntao Tan, Shuyuan Xu, Yingqiang Ge, Yunqi Li, Xu Chen, Yongfeng Zhang:
Counterfactual Explainable Recommendation. CoRR abs/2108.10539 (2021) - [i3]Yingqiang Ge, Shuchang Liu, Zelong Li, Shuyuan Xu, Shijie Geng, Yunqi Li, Juntao Tan, Fei Sun, Yongfeng Zhang:
Counterfactual Evaluation for Explainable AI. CoRR abs/2109.01962 (2021) - [i2]Shuyuan Xu, Juntao Tan, Shelby Heinecke, Jia Li, Yongfeng Zhang:
Deconfounded Causal Collaborative Filtering. CoRR abs/2110.07122 (2021) - 2020
- [j1]Hongbo Zhao, Juntao Tan
Spatiotemporal Characteristics of Urban Surface Temperature and Its Relationship with Landscape Metrics and Vegetation Cover in Rapid Urbanization Region. Complex. 2020: 7892362:1-7892362:12 (2020) - [i1]Juntao Tan, Changkyu Song, Abdeslam Boularias:
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs. CoRR abs/2011.05459 (2020)
2010 – 2019
- 2019
- [c1]Andrew Kimmel, Avishai Sintov, Juntao Tan, Bowen Wen
Belief-Space Planning Using Learned Models with Application to Underactuated Hands. ISRR 2019: 642-659
Coauthor Index
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last updated on 2024-12-13 20:06 CET by the dblp team
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