Exact Acceleration of Subgraph Graph Neural Networks by Eliminating Computation Redundancy

Qian Tao, Xiyuan Wang, Muhan Zhang +3

Graph neural networks (GNNs) have become a prevalent framework for graph tasks. Many recent studies have proposed the use of graph convolution methods over the numerous subgraphs o…