Combining Label Propagation and Simple Models Out-performs Graph Neural Networks

Qian Huang, Horace He, Abhay Singh +2

Graph Neural Networks (GNNs) are the predominant technique for learning over graphs. However, there is relatively little understanding of why GNNs are successful in practice and wh…