Rethinking Over-Smoothing in Graph Neural Networks: A Perspective from Anderson Localization

Kaichen Ouyang

Graph Neural Networks (GNNs) have shown great potential in graph data analysis due to their powerful representation capabilities. However, as the network depth increases, the issue…