Robust Learning on Noisy Graphs via Latent Space Constraints with External Knowledge

Chunhui Gu, Mohammad Sadegh Nasr, James P. Long +2

Graph Neural Networks (GNNs) often struggle with noisy edges. We propose Latent Space Constrained Graph Neural Networks (LSC-GNN) to incorporate external "clean" links and guide em…