Semi-Supervised Node Classification via Semi-Global Graph Transformer Based on Homogeneity Augmentation

Jin Li, Yisong Huang, Xinlong Chen, Yang-Geng Fu

Abstract: As a kind of generalization of Transformers in the graph domain, Global Graph Transformers are good at learning distant knowledge by directly doing information interactions on complete graphs, whic...