Convergent Graph Solvers

1 code implementation • ICLR 2022 • Junyoung Park, Jinhyun Choo, Jinkyoo Park

We propose the convergent graph solver (CGS), a deep learning method that learns iterative mappings to predict the properties of a graph system at its stationary state (fixed point) with guaranteed convergence.

Graph Classification