Cheeger--Hodge Contrastive Learning for Structurally Robust Graph Representation Learning

Mengyang Zhao, Longlong Li, Cunquan Qu

Graph Contrastive Learning (GCL) has emerged as a prominent framework for unsupervised graph representation learning. However, relying on augmentation design alone to define the in…