Mohammadamin Barekatain

Persistent Message Passing

2021 · arXiv (Cornell University)

Graph neural networks (GNNs) are a powerful inductive bias for modelling algorithmic reasoning procedures and data structures. Their prowess was mainly demonstrated on tasks featuring Markovian dynamics, where querying any associated data structure depends only …