HON mechanisms - simplicial/cell complexes

conference/journal year citation

Neural Networks Models

Simplicial Neural Networks
NeurIPS (2020) 44

Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
ICML (2021) 72

Weisfeiler and Lehman Go Cellular: CW Networks
NeurIPS (2021) 59

Simplicial Attention Networks
ICLR Workshop (2022) 3

Simplicial Convolutional Neural Networks
ICASSP (2022) 1

Simplicial Attention Neural Networks
ArXiv (2022) 1

Cell Complex Neural Networks
ICLR (2022) Workshop 24

Higher-Order Attention Networks
ArXiv (2022) 0

Statistical Methods

Full reconstruction of simplicial complexes from binary contagion and Ising data
Nat. Commun (2022) 6