Zhenna Li

Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology

As an essential technique for Graph Contrastive Learning (GCL), Graph Augmentation (GA) improves the generalization capability of the GCLs by introducing different forms of the same graph. To ensure information integrity, existing GA strategies have been designed to simultaneously process the two ty…