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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.DG2023

Bakry-Émery calculus for entropic curvature, new diameter estimates, and spectral gaps

Supanat Kamtue, Shiping Liu, Florentin Münch +1

In this paper, we propose a generalization of Bakry-Émery's calculus which allows us to formulate both Bakry-Émery and entropic curvature simultaneously. This formulation represent…

math.SP2023

New graph invariants based on -Laplacian eigenvalues

Chuanyuan Ge, Shiping Liu, Dong Zhang

We present monotonicity inequalities for certain functions involving eigenvalues of -Laplacians on signed graphs with respect to . Inspired by such monotonicity, we propose n…

math.CO2023

On the nontrivial extremal eigenvalues of graphs

Wenbo Li, Shiping Liu

We present a finer quantitative version of an observation due to Breuillard, Green, Guralnick and Tao which tells that for finite non-bipartite Cayley graphs, once the nontrivial e…

math.CO2023

Bakry-Émery and Ollivier Ricci Curvature of Cayley Graphs

David Cushing, Supanat Kamtue, Riikka Kangaslampi +3

In this article we study two discrete curvature notions, Bakry-Émery curvature and Ollivier Ricci curvature, on Cayley graphs. We introduce Right Angled Artin-Coxeter Hybrids (RAAC…

math.CO2023

Vertex isoperimetry on signed graphs and spectra of non-bipartite Cayley and Cayley sum graphs

Chunyang Hu, Shiping Liu

For a non-bipartite finite Cayley graph, we show the non-trivial eigenvalues of its normalized adjacency matrix lie in the interval $$\left[-1+\frac{ch_{out}^2}{d},1-\frac{Ch_{out}…

math.DG2023★ 1 cited

Graph bundles and Ricci-flatness

Wenbo Li, Shiping Liu

We develop a systematical way of constructing S-Ricci flat graphs which are not Abelian Cayley via graph bundle with explicit examples. For this purpose, we prove that, with some n…