NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise

Zhonghao Wang, Danyu Sun, Sheng Zhou +4

Graph Neural Networks (GNNs) exhibit strong potential in node classification task through a message-passing mechanism. However, their performance often hinges on high-quality node…