12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.SI2024★ 12 cited
Higher-order Connection Laplacians for Directed Simplicial Complexes
Xue Gong, Desmond J. Higham, Konstantinos Zygalakis +1
Higher-order networks encode the many-body interactions existing in complex systems, such as the brain, protein complexes, and social interactions. Simplicial complexes are higher-…
cs.SI2022
Generative Hypergraph Models and Spectral Embedding
Xue Gong, Desmond J. Higham, Konstantinos Zygalakis
Many complex systems involve interactions between more than two agents. Hypergraphs capture these higher-order interactions through hyperedges that may link more than two nodes. We…