Differentiable Lifting for Topological Neural Networks

Jorge Luiz Franco, Gabriel Duarte, Alexander Nikitin +3

Topological neural networks (TNNs) enable leveraging high-order structures on graphs (e.g., cycles and cliques) to boost the expressive power of message-passing neural networks. In…