Zhiyang Wang

Stability of Manifold Neural Networks to Deformations.

2021 · arXiv (Cornell University)

Stability is an important property of graph neural networks (GNNs) which explains their success in many problems of practical interest. Existing GNN stability results depend on the size of the graph, restricting applicability to graphs …