On the Sheafification of Higher-Order Message Passing

Jacob Hume, Pietro Liò

Recent work in Topological Deep Learning (TDL) seeks to generalize graph learning's preeminent $messagepassing$ paradigm to more complex relational structures: simplicial comple…