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Yunqi Li
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User-oriented fairness in recommendation
Y Li, H Chen, Z Fu, Y Ge, Y Zhang
Proceedings of the Web Conference 2021, 624-632, 2021
2282021
Towards long-term fairness in recommendation
Y Ge, S Liu, R Gao, Y Xian, Y Li, X Zhao, C Pei, F Sun, J Ge, W Ou, ...
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
2122021
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
1372021
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
1332021
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
Neural collaborative reasoning
H Chen, S Shi, Y Li, Y Zhang
Proceedings of the Web Conference 2021, 1516-1527, 2021
882021
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
692022
Tutorial on fairness of machine learning in recommender systems
Y Li, Y Ge, Y Zhang
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
542021
A survey on trustworthy recommender systems
Y Ge, S Liu, Z Fu, J Tan, Z Li, S Xu, Y Li, Y Xian, Y Zhang
arXiv preprint arXiv:2207.12515, 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
502023
Graph collaborative reasoning
H Chen, Y Li, S Shi, S Liu, H Zhu, Y Zhang
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
402022
Fairness of ChatGPT
Y Li, Y Zhang
arXiv preprint arXiv:2305.18569, 2023
302023
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
292021
Learning post-hoc causal explanations for recommendation
S Xu, Y Li, S Liu, Z Fu, X Chen, Y Zhang
arXiv preprint arXiv:2006.16977, 2020
292020
Causal factorization machine for robust recommendation
Y Li, H Chen, J Tan, Y Zhang
Proceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries, 1-9, 2022
162022
Counterfactual Evaluation for Explainable AI
Y Ge, S Liu, Z Li, S Xu, S Geng, Y Li, J Tan, F Sun, Y Zhang
arXiv preprint arXiv:2109.01962, 2021
132021
Causal Inference for Recommendation: Foundations, Methods and Applications
S Xu, J Ji, Y Li, Y Ge, J Tan, Y Zhang
arXiv preprint arXiv:2301.04016, 2023
122023
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS)
H Chen, Y Li, H Zhu, Y Zhang
Proceedings of the 31st ACM International Conference on Information …, 2022
62022
Transferable Fairness for Cold-Start Recommendation
Y Li, D Wang, H Chen, Y Zhang
arXiv preprint arXiv:2301.10665, 2023
52023
Looking further into the future: Career pathway prediction
M Yamashita, Y Li, T Tran, Y Zhang, D Lee
WSDM Computational Jobs Marketplace, 2022
52022
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