Graph Neural Networks, Cell Complex Nets, Cxns, Simplicial Complex, Editors Pick.
between k entities. Graphs are limited in their modeling ability as they can only model pairwise relationships. What if we want to model relationships between the relationships ? This is where objects from algebraic topology such as simplicial and cell complexes come to the rescue [1,9,10].