Addressing Graph Heterogeneity and Heterophily from A Spectral Perspective

Kangkang Lu, Yanhua Yu, Zhiyong Huang +6

Graph neural networks (GNNs) have demonstrated excellent performance in semi-supervised node classification tasks. Despite this, two primary challenges persist: heterogeneity and h…