A Label Noise Robust Algorithm for Graph Data using Neighborhood Label Distribution.

arXiv:2610.22998v1 Announce Type: cross Abstract: Graph Convolutional Networks (GCNs) have demonstrated exceptional performance on graph-structured data. However, their success heavily relies on the availability of clean labels, an assumption that often fails