DeGNN: Characterizing and Improving Graph Neural Networks with Graph Decomposition

Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang +17

Despite the wide application of Graph Convolutional Network (GCN), one major limitation is that it does not benefit from the increasing depth and suffers from the oversmoothing pro…