Lihua Pang

GRAPH FOURIER TRANSFORMER WITH STRUCTURE-FREQUENCY INFORMATION

Graph Transformers (GTs) have shown advantages in numerous graph structure tasks but their self-attention mechanism ignores the generalization bias of graphs, with existing methods mainly compensating for this bias from aspects like position encoding, attention bias and relative distance yet still h…