Union Subgraph Neural Networks

Jiaxing Xu, Aihu Zhang, Qingtian Bian +2

Graph Neural Networks (GNNs) are widely used for graph representation learning in many application domains. The expressiveness of vanilla GNNs is upper-bounded by 1-dimensional Wei…