Optimization-Induced Graph Implicit Nonlinear Diffusion

Qi Chen, Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

Abstract: Due to the over-smoothing issue, most existing graph neural networks can only capture limited dependencies with their inherently finite aggregation layers. To overcome this limitation, we propose a...