Weiwei Yuan

Adaptive imbalanced node classification graph contrastive learning

2025 · Neurocomputing

Graph Contrastive Learning (GCL) is a powerful self-supervised technique for learning node and graph representations. However, real-world graph data often exhibit imbalanced class distributions, which pose significant challenges to GCL’s effectiveness. Our experiments show that …