When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation

Zongwei Wang, Min Gao, Junliang Yu +3

Graph Contrastive Learning (GCL) has demonstrated substantial promise in enhancing the robustness and generalization of recommender systems, particularly by enabling models to leve…