2023

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

doi dblp
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

doi dblp
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

doi dblp
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

doi dblp
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

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