Changmin Wu

Node Feature Kernels Increase Graph Convolutional Network Robustness

2021 · arXiv (Cornell University)

The robustness of the much-used Graph Convolutional Networks (GCNs) to perturbations of their input is becoming a topic of increasing importance. In this paper, the random GCN is introduced for which a random matrix theory …