2025
Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance
ICML 2025poster
Graph Contrastive Learning (GCL) improves Graph Neural Network (GNN)-based protein representation learning by enhancing its generalization and robustness. Existing GCL approaches for protein representation learning rely on 2D topology, where graph augmentation is solely based on topological features…