5 citations · 5 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 23 cited
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,…
cs.SI2012★ 5 cited
Extending modularity by capturing the similarity attraction feature in the null model
Xin Liu, Tsuyoshi Murata, Ken Wakita
Modularity is a widely used measure for evaluating community structure in networks. The definition of modularity involves a comparison of within-community edges in the observed net…