Measuring and sampling: A metric-guided subgraph learning framework for graph neural network

Jiyang Bai, Yuxiang Ren, Jiawei Zhang

Abstract: Graph neural networks (GNNs) have shown convincing performance in learning powerful node representations that preserve both node attributes and graph structural information. However, many GNNs encoun...