Juntao Tan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 49

Top Topics

Probabilistic Matrix Factorization

Recommender Systems

Top Venues

Publications

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)
Zhichao Xu, Hansi Zeng, Juntao Tan, Zuohui Fu, Yongfeng Zhang, Qingyao Ai
A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability. ACM Trans. Inf. Syst. 42 (1) (2024)
Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang
GenRec: Large Language Model for Generative Recommendation. ECIR (3) (2024)
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 (2024)
Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang
IDGenRec: LLM-RecSys Alignment with Textual ID Learning. SIGIR (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang
Towards LLM-RecSys Alignment with Textual ID Learning. CoRR (2024)
Juntao Tan, Yongfeng Zhang
ExplainableFold: Understanding AlphaFold Prediction with Explainable AI. CoRR (2023)
Juntao Tan, Yingqiang Ge, Yan Zhu, Yinglong Xia, Jiebo Luo, Jianchao Ji, Yongfeng Zhang
User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations. CoRR (2023)
Juntao Tan, Yingqiang Ge, Yan Zhu, Yinglong Xia, Jiebo Luo, Jianchao Ji, Yongfeng Zhang
User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations. ECAI (2023)
Shijie Geng, Juntao Tan, Shuchang Liu, Zuohui Fu, Yongfeng Zhang
VIP5: Towards Multimodal Foundation Models for Recommendation. EMNLP (Findings) (2023)
Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang
GenRec: Large Language Model for Generative Recommendation. CoRR (2023)
Shuyuan Xu, Jianchao Ji, Yunqi Li, Yingqiang Ge, Juntao Tan, Yongfeng Zhang
Causal Inference for Recommendation: Foundations, Methods and Applications. CoRR (2023)
Yingqiang Ge, Wenyue Hua, Jianchao Ji, Juntao Tan, Shuyuan Xu, Yongfeng Zhang
OpenAGI: When LLM Meets Domain Experts. CoRR (2023)
Jianchao Ji, Zelong Li, Shuyuan Xu, Max Xiong, Juntao Tan, Yingqiang Ge, Hao Wang, Yongfeng Zhang
Counterfactual Collaborative Reasoning. WSDM (2023)
Juntao Tan, Yongfeng Zhang
ExplainableFold: Understanding AlphaFold Prediction with Explainable AI. KDD (2023)
Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Shuchang Liu, Yongfeng Zhang
Fairness in Recommendation: Foundations, Methods, and Applications. ACM Trans. Intell. Syst. Technol. 14 (5) (2023)
Yingqiang Ge, Yujie Ren, Wenyue Hua, Shuyuan Xu, Juntao Tan, Yongfeng Zhang
LLM as OS (llmao), Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem. CoRR (2023)
Shijie Geng, Juntao Tan, Shuchang Liu, Zuohui Fu, Yongfeng Zhang
VIP5: Towards Multimodal Foundation Models for Recommendation. CoRR (2023)
Juntao Tan, Shelby Heinecke, Zhiwei Liu, Yongjun Chen, Yongfeng Zhang, Huan Wang
Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training. CoRR (2023)
Jianchao Ji, Zelong Li, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Yongfeng Zhang
Efficient Non-Sampling Graph Neural Networks. Inf. 14 (8) (2023)
Jianchao Ji, Zelong Li, Shuyuan Xu, Max Xiong, Juntao Tan, Yingqiang Ge, Hao Wang, Yongfeng Zhang
Counterfactual Collaborative Reasoning. CoRR (2023)
Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang
OpenAGI: When LLM Meets Domain Experts. NeurIPS (2023)
Shuyuan Xu, Juntao Tan, Shelby Heinecke, Vena Jia Li, Yongfeng Zhang
Deconfounded Causal Collaborative Filtering. Trans. Recomm. Syst. 1 (4) (2023)
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 (2022)
Juntao Tan, Lan Zhang, Yang Liu, Anran Li, Ye Wu
Residue-based Label Protection Mechanisms in Vertical Logistic Regression. CoRR (2022)
Juntao Tan, Lan Zhang, Yang Liu, Anran Li, Ye Wu
Residue-based Label Protection Mechanisms in Vertical Logistic Regression. BigCom (2022)
Shuyuan Xu, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke, Yongfeng Zhang
Dynamic Causal Collaborative Filtering. CIKM (2022)
Shuyuan Xu, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke, Yongfeng Zhang
Dynamic Causal Collaborative Filtering. CoRR (2022)
Yunqi Li, Hanxiong Chen, Juntao Tan, Yongfeng Zhang
Causal factorization machine for robust recommendation. JCDL (2022)
Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Shuchang Liu, Yongfeng Zhang
Fairness in Recommendation: A Survey. CoRR (2022)
Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang
Explainable Fairness in Recommendation. CoRR (2022)
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. WWW (2022)
Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li, Shuyuan Xu, Yunqi Li, Yikun Xian, Yongfeng Zhang
A Survey on Trustworthy Recommender Systems. CoRR (2022)
Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW (2022)
Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang
Explainable Fairness in Recommendation. SIGIR (2022)
Juntao Tan, Shuyuan Xu, Yingqiang Ge, Yunqi Li, Xu Chen, Yongfeng Zhang
Counterfactual Explainable Recommendation. CoRR (2021)
Yingqiang Ge, Shuchang Liu, Zelong Li, Shuyuan Xu, Shijie Geng, Yunqi Li, Juntao Tan, Fei Sun, Yongfeng Zhang
Counterfactual Evaluation for Explainable AI. CoRR (2021)
Anran Li, Lan Zhang, Juntao Tan, Yaxuan Qin, Junhao Wang, Xiang-Yang Li
Sample-level Data Selection for Federated Learning. INFOCOM (2021)
Juntao Tan, Shuyuan Xu, Yingqiang Ge, Yunqi Li, Xu Chen, Yongfeng Zhang
Counterfactual Explainable Recommendation. CIKM (2021)
Shuyuan Xu, Juntao Tan, Shelby Heinecke, Jia Li, Yongfeng Zhang
Deconfounded Causal Collaborative Filtering. CoRR (2021)
Anran Li, Lan Zhang, Junhao Wang, Juntao Tan, Feng Han, Yaxuan Qin, Nikolaos M. Freris, Xiang-Yang Li
Efficient Federated-Learning Model Debugging. ICDE (2021)
Juntao Tan, Changkyu Song, Abdeslam Boularias
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs. ICRA (2021)
Hongbo Zhao, Juntao Tan, Zhibin Ren, Zheye Wang
Spatiotemporal Characteristics of Urban Surface Temperature and Its Relationship with Landscape Metrics and Vegetation Cover in Rapid Urbanization Region. Complex. 2020 (2020)
Juntao Tan, Changkyu Song, Abdeslam Boularias
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs. CoRR (2020)
Andrew Kimmel, Avishai Sintov, Juntao Tan, Bowen Wen, Abdeslam Boularias, Kostas E. Bekris
Belief-Space Planning Using Learned Models with Application to Underactuated Hands. ISRR (2019)