Robust Training of Graph Neural Networks via Noise Governance

Siyi Qian, Haochao Ying, Renjun Hu +4

Graph Neural Networks (GNNs) have become widely-used models for semi-supervised learning. However, the robustness of GNNs in the presence of label noise remains a largely under-exp…