Alleviating Over-Smoothing via Aggregation over Compact Manifolds

Dongzhuoran Zhou, Hui Yang, Bo Xiong +2

Graph neural networks (GNNs) have achieved significant success in various applications. Most GNNs learn the node features with information aggregation of its neighbors and feature…