Juntao Tan

2025

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Causal Inference for Recommendation: Foundations, Methods, and Applications.
Shuyuan Xu|Jianchao Ji|Yunqi Li|Yingqiang Ge|Juntao Tan|Yongfeng Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 3

2024

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A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability.
Zhichao Xu|Hansi Zeng|Juntao Tan|Zuohui Fu|Yongfeng Zhang|Qingyao Ai
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
GenRec: Large Language Model for Generative Recommendation.
Jianchao Ji|Zelong Li|Shuyuan Xu|Wenyue Hua|Yingqiang Ge|Juntao Tan|Yongfeng Zhang
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part III
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IDGenRec: LLM-RecSys Alignment with Textual ID Learning.
Juntao Tan|Shuyuan Xu|Wenyue Hua|Yingqiang Ge|Zelong Li|Yongfeng Zhang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

doi dblp
Fairness in Recommendation: Foundations, Methods, and Applications.
Yunqi Li|Hanxiong Chen|Shuyuan Xu|Yingqiang Ge|Juntao Tan|Shuchang Liu|Yongfeng Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 5
doi dblp
Counterfactual Collaborative Reasoning.
Jianchao Ji|Zelong Li|Shuyuan Xu|Max Xiong|Juntao Tan|Yingqiang Ge|Hao Wang|Yongfeng Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2022

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Dynamic Causal Collaborative Filtering.
Shuyuan Xu|Juntao Tan|Zuohui Fu|Jianchao Ji|Shelby Heinecke|Yongfeng Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Explainable Fairness in Recommendation.
Yingqiang Ge|Juntao Tan|Yan Zhu|Yinglong Xia|Jiebo Luo|Shuchang Liu|Zuohui Fu|Shijie Geng|Zelong Li|Yongfeng Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Path Language Modeling over Knowledge Graphsfor Explainable Recommendation.
Shijie Geng|Zuohui Fu|Juntao Tan|Yingqiang Ge|Gerard de Melo|Yongfeng Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
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Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning.
Juntao Tan|Shijie Geng|Zuohui Fu|Yingqiang Ge|Shuyuan Xu|Yunqi Li|Yongfeng Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Counterfactual Explainable Recommendation.
Juntao Tan|Shuyuan Xu|Yingqiang Ge|Yunqi Li|Xu Chen|Yongfeng Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021