Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes

Marco Montagna, Simone Scardapane, Lev Telyatnikov

Graph Neural Networks based on the message-passing (MP) mechanism are a dominant approach for handling graph-structured data. However, they are inherently limited to modeling only…