Decoupled Structure-Feature Alignment via Alternating Optimization for Graph Learning

Chengcheng Yan, Feifei Zhao, Dai Zhu +2

Conventional Graph Neural Networks (GNNs) couple feature transformation and neighborhood aggregation, which often renders them vulnerable to topological noise and heterophilous con…