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20112026
most citedComparative analysis of two discretizations of Ricci curvature for complex networks

121 citations · 538 across the 72 of their papers we have counts for

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6 papers · 1 filter

math.CA2022

Bakry-Émery curvature sharpness and curvature flow in finite weighted graphs. II. Implementation

David Cushing, Supanat Kamtue, Shiping Liu +3

In this second part of a sequence of two papers, we discuss the implementation of a curvature flow on weighted graphs based on the Bakry-Émery calculus. This flow can be adapted to…

math.CO2022★ 6 cited

Bounding the diameter and eigenvalues of amply regular graphs via Lin-Lu-Yau curvature

Xueping Huang, Shiping Liu, Qing Xia

An amply regular graph is a regular graph such that any two adjacent vertices have common neighbors and any two vertices with distance have common neighbors. We prove a…

math.CO2022

Discrete Bakry-Émery curvature tensors and matrices of connection graphs

Chunyang Hu, Shiping Liu

Liu, Münch, and Peyerimhoff introduced the notion of Bakry-Émery curvature for connection graphs as a means to derive Buser-type bounds on the eigenvalues of connection Laplacians.…

math.SP2022

Nodal domain theorems for -Laplacians on signed graphs

Chuanyuan Ge, Shiping Liu, Dong Zhang

We establish various nodal domain theorems for -Laplacians on signed graphs, which unify most of the existing results on nodal domains of graph -Laplacians and arbitrary symm…

math.CA2022

Bakry-Émery curvature sharpness and curvature flow in finite weighted graphs. I. Theory

David Cushing, Supanat Kamtue, Shiping Liu +3

In this sequence of two papers, we introduce a curvature flow on (mixed) weighted graphs which is based on the Bakry-Émery calculus. The flow is described via a time-continuous evo…

math.SP2022

Symmetric Matrices, Signed Graphs, and Nodal Domain Theorems

Chuanyuan Ge, Shiping Liu

In 2001, Davies, Gladwell, Leydold, and Stadler proved discrete nodal domain theorems for eigenfunctions of generalized Laplacians, i.e., symmetric matrices with non-positive off-d…