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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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11 papers · 1 filter

math.CO2024

Diameter bounds for distance-regular graphs via long-scale Ollivier Ricci curvature

Kaizhe Chen, Shiping Liu

In this paper, we derive new sharp diameter bounds for distance regular graphs, which better answer a problem raised by Neumaier and Penji\' c in many cases. Our proof is built upo…

math.RT2024

A Representation theoretic perspective of Koszul theory

Ales Bouhada, Min Huang, Zetao Lin +1

We discover a new connection between Koszul theory and representation theory. Let $\La$ be a quadratic algebra defined by a locally finite quiver with relations. Firstly, we give a…

math.CO2024

Polyhedral volume ratios, Izmestiev's Colin de Verdiere matrices and Spectral Gaps

Ioannis Ivrissimtzis, Carsten Lange, Shiping Liu +1

We present a relation between volumes of certain lower dimensional simplices associated to a full-dimensional primal and polar dual polytope in R^k. We then discuss an application…

math.DG2024★ 1 cited

Ricci curvature, diameter and eigenvalues of amply regular graphs

Kaizhe Chen, Chunyang Hu, Shiping Liu +1

Amply regular graphs are graphs with local distance-regularity constraints. In this paper, we prove a weaker version of a conjecture proposed by Qiao, Park, and Koolen on diameter…

math.RT2024

Representation theory of graded algebras given by locally finite quivers

Zetao Lin, Shiping Liu

This paper aims to study graded modules over a graded algebra $\La$ given by a locally finite quiver with homogeneous relations. By constructing a graded Nakayama functor, we disco…

math.CO2024

Curvature and local matchings of conference graphs and extensions

Kaizhe Chen, Shiping Liu, Heng Zhang

We prove a conjecture of Bonini et al. on the precise values of the Lin--Lu--Yau curvature of conference graphs, i.e., strongly regular graphs with parameters . Ou…

math.CO2024

Discrete trace formulas and holomorphic functional calculus for the adjacency matrix of regular graphs

Yulin Gong, Wenbo Li, Shiping Liu

We provide a unified method to study the adjacency matrices of regular graphs (including infinite ones) using holomorphic functional calculus. By applying this calculus on a specif…

math.CO2024

Spectral convergence of random regular graphs: Chebyshev polynomials, non-backtracking walks, and unitary-color extensions

Yulin Gong, Wenbo Li, Shiping Liu

In this paper, we give a short proof of the weak convergence to the Kesten-McKay distribution for the normalized spectral measures of random -lifts. This result is derived by ge…

math.CO2024

A note on Steinerberger's curvature for graphs

David Cushing, Supanat Kamtue, Erin Law +3

In this note, we provide Steinerberger curvature formulas for block graphs, discuss curvature relations between two graphs and the graph obtained by connecting them via a bridge, a…

math.CO2024

Curvature, diameter and signs of graphs

Wei Chen, Shiping Liu

We prove a Li-Yau type eigenvalue-diameter estimate for signed graphs. That is, the nonzero eigenvalues of the Laplacian of a non-negatively curved signed graph are lower bounded b…

math.DG2024

Entropic curvature not comparable to other curvatures -- or is it?

Supanat Kamtue, Shiping Liu, Florentin Münch +1

In this paper we consider global -curvatures of finite Markov chains with associated means in the spirit of the entropic curvature (based on the logarithmic mean) by Erbar-M…