Graph Neural Networks, Cell Complex Nets, Cxns, Simplicial Complex, Editors Pick.
simplicial complex any relationship between k entities must be build from relationships comprising all the corresponding subsets of (k −1) entities. Consequently, encoding a space via a simplicial complex can require an (unnecessarily) large amount of data and memory. For deep learning applications