Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks

Acong Zhang, Jincheng Huang, Ping Li +1

Multiple recent studies show a paradox in graph convolutional networks (GCNs), that is, shallow architectures limit the capability of learning information from high-order neighbors…