Learning Graph Neural Networks with Noisy Labels

Hoang NT, Choong Jun Jin, Tsuyoshi Murata

We study the robustness to symmetric label noise of GNNs training procedures. By combining the nonlinear neural message-passing models (e.g. Graph Isomorphism Networks, GraphSAGE,…