Enhancing Graph Contrastive Learning with Node Similarity

Hongliang Chi, Yao Ma

Graph Neural Networks (GNNs) have achieved great success in learning graph representations and thus facilitating various graph-related tasks. However, most GNN methods adopt a supe…