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SHUYUAN XU
SHUYUAN XU
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Title
Cited by
Cited by
Year
Fairness-aware explainable recommendation over knowledge graphs
Z Fu, Y Xian, R Gao, J Zhao, Q Huang, Y Ge, S Xu, S Geng, C Shah, ...
Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020
2212020
Counterfactual explainable recommendation
J Tan, S Xu, Y Ge, Y Li, X Chen, Y Zhang
Proceedings of the 30th ACM International Conference on Information …, 2021
1342021
Towards personalized fairness based on causal notion
Y Li, H Chen, S Xu, Y Ge, Y Zhang
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
1322021
Openagi: When llm meets domain experts
Y Ge, W Hua, K Mei, J Tan, S Xu, Z Li, Y Zhang
Advances in Neural Information Processing Systems 36, 2024
1102024
Fairness in recommendation: A survey
Y Li, H Chen, S Xu, Y Ge, J Tan, S Liu, Y Zhang
arXiv preprint arXiv:2205.13619, 2022
105*2022
Learning and evaluating graph neural network explanations based on counterfactual and factual reasoning
J Tan, S Geng, Z Fu, Y Ge, S Xu, Y Li, Y Zhang
Proceedings of the ACM web conference 2022, 1018-1027, 2022
932022
Language is all a graph needs
R Ye, C Zhang, R Wang, S Xu, Y Zhang
Findings of the Association for Computational Linguistics: EACL 2024, 1955-1973, 2024
75*2024
How to index item ids for recommendation foundation models
W Hua, S Xu, Y Ge, Y Zhang
Proceedings of the Annual International ACM SIGIR Conference on Research and …, 2023
552023
Learning causal explanations for recommendation
S Xu, Y Li, S Liu, Z Fu, Y Ge, X Chen, Y Zhang
The 1st International Workshop on Causality in Search and Recommendation, 2021
54*2021
A survey on trustworthy recommender systems
Y Ge, S Liu, Z Fu, J Tan, Z Li, S Xu, Y Li, Y Xian, Y Zhang
ACM Transactions on Recommender Systems, 2022
522022
Causal collaborative filtering
S Xu, Y Ge, Y Li, Z Fu, X Chen, Y Zhang
Proceedings of the 2023 ACM SIGIR International Conference on Theory of …, 2023
492023
FedCT: Federated collaborative transfer for recommendation
S Liu, S Xu, W Yu, Z Fu, Y Zhang, A Marian
Proceedings of the 44th international ACM SIGIR conference on research and …, 2021
422021
Deconfounded causal collaborative filtering
S Xu, J Tan, S Heinecke, VJ Li, Y Zhang
ACM Transactions on Recommender Systems 1 (4), 1-25, 2023
412023
Hoops: Human-in-the-loop graph reasoning for conversational recommendation
Z Fu, Y Xian, Y Zhu, S Xu, Z Li, G De Melo, Y Zhang
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
382021
Efficient non-sampling knowledge graph embedding
Z Li, J Ji, Z Fu, Y Ge, S Xu, C Chen, Y Zhang
Proceedings of the Web Conference 2021, 1727-1736, 2021
362021
Up5: Unbiased foundation model for fairness-aware recommendation
W Hua, Y Ge, S Xu, J Ji, Y Zhang
arXiv preprint arXiv:2305.12090, 2023
322023
Fairness-aware federated matrix factorization
S Liu, Y Ge, S Xu, Y Zhang, A Marian
Proceedings of the 16th ACM conference on recommender systems, 168-178, 2022
292022
OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems
S Xu, W Hua, Y Zhang
arXiv preprint arXiv:2306.11134, 2023
272023
Learning personalized risk preferences for recommendation
Y Ge, S Xu, S Liu, Z Fu, F Sun, Y Zhang
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
272020
Maximizing marginal utility per dollar for economic recommendation
Y Ge, S Xu, S Liu, S Geng, Z Fu, Y Zhang
The World Wide Web Conference, 2757-2763, 2019
232019
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