17 citations · 28 across the 3 of their papers we have counts for
3 papers
Diffusion Operator and Spectral Analysis for Directed Hypergraph Laplacian
T-H. Hubert Chan, Zhihao Gavin Tang, Xiaowei Wu +1
In spectral graph theory, the Cheeger's inequality gives upper and lower bounds of edge expansion in normal graphs in terms of the second eigenvalue of the graph's Laplacian operat…
Spectral Properties of Hypergraph Laplacian and Approximation Algorithms
T-H. Hubert Chan, Anand Louis, Zhihao Gavin Tang +1
The celebrated Cheeger's Inequality establishes a bound on the edge expansion of a graph via its spectrum. This inequality is central to a rich spectral theory of graphs, based on…
Spectral Properties of Laplacian and Stochastic Diffusion Process for Edge Expansion in Hypergraphs
T-H. Hubert Chan, Zhihao Gavin Tang, Chenzi Zhang
There has been recent work [Louis STOC 2015] to analyze the spectral properties of hypergraphs with respect to edge expansion. In particular, a diffusion process is defined on a hy…