Redundancy-Free Computation Graphs for Graph Neural Networks

Zhihao Jia, Sina Lin, Rex Ying +3

Graph Neural Networks (GNNs) are based on repeated aggregations of information across nodes' neighbors in a graph. However, because common neighbors are shared between different no…