Uncovering the Structural Fairness in Graph Contrastive Learning

Ruijia Wang, Xiao Wang, Chuan Shi +1

Recent studies show that graph convolutional network (GCN) often performs worse for low-degree nodes, exhibiting the so-called structural unfairness for graphs with long-tailed deg…