Implicit Graph Neural Diffusion Networks: Convergence, Generalization, and Over-Smoothing

Guoji Fu, Mohammed Haroon Dupty, Yanfei Dong +1

Implicit Graph Neural Networks (GNNs) have achieved significant success in addressing graph learning problems recently. However, poorly designed implicit GNN layers may have limite…