Scalable Subgraph Sampling via Resistance Curvature

Chaoqun Fei, Tinglve Zhou, Tianyong Hao +1

Subgraph sampling reduces the training cost of large-scale graph neural networks, but sampling criteria may overlook the geometric roles of edges. We propose a resistance-curvature…