Shuyuan Xu

Fairness-Aware Explainable Recommendation over Knowledge Graphs

Zuohui Fu, Yikun Xian, Ruoyuan Gao et al. · 2020 · 188 citations

Artificial Intelligence, Group Recommenders, Engineering +15

Towards Personalized Fairness based on Causal Notion

Yunqi Li, Hanxiong Chen, Shuyuan Xu et al. · 2021 · 131 citations · Full text

Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning

Juntao Tan, Shijie Geng, Zuohui Fu et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 86 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Fairness in Recommendation: Foundations, Methods, and Applications

Yunqi Li, Hanxiong Chen, Shuyuan Xu et al. · ACM Transactions on Intelligent Systems and Technology · 2023 · 74 citations

Engineering, Machine Learning, Social Influence +18

A Survey on Trustworthy Recommender Systems

Yingqiang Ge, Shuchang Liu, Zuohui Fu et al. · ACM Transactions on Recommender Systems · 2024 · 54 citations · Full text

Artificial Intelligence, Engineering, Information Security +22