Yushun Dong

Fairness in Graph Mining: A Survey

Yushun Dong, Jing Ma, Song Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 128 citations

Computing, Data Science, Data Mining +7

EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks

Yushun Dong, Ninghao Liu, Brian Jalaian et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 121 citations · Full text

Computing, Computer Science, Data Mining +16

Federated Graph Machine Learning

Xingbo Fu, Binchi Zhang, Yushun Dong et al. · ACM SIGKDD Explorations Newsletter · 2022 · 98 citations

Computing, Computer Science, Data Mining +11

Individual Fairness for Graph Neural Networks

Yushun Dong, Jian Kang, Hanghang Tong et al. · 2021 · 89 citations

Computing, Computer Science, Artificial Intelligence +13

Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage

Yu Wang, Yuying Zhao, Yushun Dong et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 85 citations · Full text

Computing, Computer Science, Discrimination +14