Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark

Suyeon Kim, SeongKu Kang, Dongwoo Kim +2

Graph Neural Networks (GNNs) have achieved state-of-the-art performance in node classification tasks but struggle with label noise in real-world data. Existing studies on graph lea…