Cihan Xiao

Improving Recommendation Fairness via Graph Structure and Representation Augmentation

2025

Graph Convolutional Networks (GCNs) have become increasingly popular in recommendation systems. However, recent studies have shown that GCN-based models will cause sensitive information to disseminate widely in the graph structure, amplifying data bias and raising …