Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network

Jiyang Bai, Yuxiang Ren, Jiawei Zhang

Graph neural networks (GNNs) have achieved outstanding performance in learning graph-structured data and various tasks. However, many current GNNs suffer from three common problems…