FnRGNN: Distribution-aware Fairness in Graph Neural Network

Soyoung Park, Sungsu Lim

Graph Neural Networks (GNNs) excel at learning from structured data, yet fairness in regression tasks remains underexplored. Existing approaches mainly target classification and re…