Lastest Update: Aug 31 2023

Publications

• Efficient Non-Sampling Graph Neural Networks
  Jianchao, Ji, Zelong Li, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Yongfeng Zhang.
  Information 2023.
  July 25 2023.
  

• Counterfactual Collaborative Reasoning
  Jianchao, Ji, Zelong Li, Shuyuan Xu, Max Xiong, Juntao Tan, Yingqiang Ge, Hao Wang, Yongfeng Zhang
  The 16th ACM International Conference on Web Search and Data Mining (WSDM 2023).
  February 27 - March 3, 2023, Singapore. PDF

• AutoLossGen: Automatic Loss Function Generation for Recommender Systems
  Zelong Li, Jianchao Ji, Yingqiang Ge, Yongfeng Zhang.
  The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022).
  July 11 - 15, 2022, Madrid, Spain. Code

• Explainable Fairness in Recommendation
  Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang.
  The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022).
  July 11 - 15, 2022, Madrid, Spain.

• From Kepler to Newton: Explainable AI for Science Discovery
  Zelong Li, Jianchao Ji, Yongfeng Zhang.
  ICML 2022 2nd AI for Science Workshop. Video and Slides

• HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation
  Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard De Melo, Yongfeng Zhang.
  The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)
  July 11 - 15, 2021, Virtual Event, Canada. Code

• Efficient Non-Sampling Knowledge Graph Embedding
  Zelong Li, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Chong Chen, Yongfeng Zhang.The Web Conference 2021 (WWW 2021)
  April 19 - 23, 2021, Ljubljana, Slovenia. PDF. Code

Preprints

• GenRec: Large Language Model for Generative Recommendation
  Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang.
  arXiv:2307.00457. Code

• A Survey on Trustworthy Recommender Systems
  Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li, Shuyuan Xu, Yunqi Li, Yikun Xian, Yongfeng Zhang.
  arXiv:2207.12515.

• Counterfactual Evaluation for Explainable AI
  Yingqiang Ge, Shuchang Liu, Zelong Li, Shuyuan Xu, Shijie Geng, Yunqi Li, Juntao Tan, Fei Sun, Yongfeng Zhang.
  arXiv:2109.01962.