Xuguang Bao

Towards Fair Graph Neural Networks via Graph Counterfactual Without Sensitive Attributes

2025

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, leading to growing interest in developing fair GNNs for critical …