2024
Graph Contrastive Invariant Learning from the Causal Perspective
AAAI 2024technical
Graph contrastive learning (GCL), learning the node representation by contrasting two augmented graphs in a self-supervised way, has attracted considerable attention. GCL is usually believed to learn the invariant representation. However, does this understanding always hold in practice? In this pape…