Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs

Shuqi He, Jun Zhuang, Ding Wang +2

Graph neural networks (GNNs) have been extensively employed in node classification. Nevertheless, recent studies indicate that GNNs are vulnerable to topological perturbations, suc…