Nina Otter

Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks

2021 · arXiv (Cornell University)

The pairwise interaction paradigm of graph machine learning has predominantly governed the modelling of relational systems. However, graphs alone cannot capture the multi-level interactions present in many complex systems and the expressive power of such …