2025
OS-GCL: A One-Shot Learner in Graph Contrastive Learning
IJCAI 2025
Graph contrastive learning (GCL) enhances the self-supervised learning capacity for graph representation learning. Nevertheless, the previous research has neglected to consider one fundamental nature of GCL -- graph contrastive learning operates as a one-shot learner, guided by the widely utilized n