FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks

Renqiang Luo, Huafei Huang, Shuo Yu +4

Fairness-aware Graph Neural Networks (GNNs) often face a challenging trade-off, where prioritizing fairness may require compromising utility. In this work, we re-examine fairness t…