Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes

Xuemin Wang, Tianlong Gu, Xuguang Bao +1

Graph-structured data is ubiquitous in today's connected world, driving extensive research in graph analysis. Graph Neural Networks (GNNs) have shown great success in this field, l…