Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering

Erlin Pan, Zhao Kang

Graph neural networks (GNNs) based methods have achieved impressive performance on node clustering task. However, they are designed on the homophilic assumption of graph and cluste…