Invariant Layers for Graphs with Nodes of Different Types

Dmitry Rybin, Ruoyu Sun, Zhi-Quan Luo

Neural networks that satisfy invariance with respect to input permutations have been widely studied in machine learning literature. However, in many applications, only a subset of…