Uncertainty-Aware Robust Learning on Noisy Graphs

Shuyi Chen, Kaize Ding, Shixiang Zhu

Graph neural networks (GNNs) have excelled in various graph learning tasks, particularly node classification. However, their performance is often hampered by noisy measurements in…