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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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Showing 2014Show all

9 papers · 1 filter

math.CO2014★ 7 cited

Signatures, lifts, and eigenvalues of graphs

Shiping Liu, Norbert Peyerimhoff, Alina Vdovina

We study the spectra of cyclic signatures of finite graphs and the corresponding cyclic lifts. Starting from a bipartite Ramanujan graph, we prove the existence of an infinite towe…

math.CO2014★ 21 cited

Cheeger constants, structural balance, and spectral clustering analysis for signed graphs

Fatihcan M. Atay, Shiping Liu

We introduce a family of multi-way Cheeger-type constants on a signed graph such that if and only if has balanced connected…

math.RT2014

Another characterization of tilted algebras

Shiping Liu

We give a new characterization of tilted algebras by the existence of certain special subquivers in their Auslander-Reiten quiver. This result includes the existent characterizatio…

math.SP2014★ 22 cited

Spectral classes of regular, random, and empirical graphs

Jiao Gu, Jürgen Jost, Shiping Liu +1

We define a (pseudo-)distance between graphs based on the spectrum of the normalized Laplacian, which is easy to compute or to estimate numerically. It can therefore serve as a rou…

math.SP2014★ 31 cited

Eigenvalue ratios of nonnegatively curved graphs

Shiping Liu, Norbert Peyerimhoff

We derive an optimal eigenvalue ratio estimate for finite weighted graphs satisfying the curvature-dimension inequality . This estimate is independent of the size of…

math.DG2014★ 14 cited

An optimal dimension-free upper bound for eigenvalue ratios

Shiping Liu

On a closed weighted Riemannian manifold with nonnegative Bakry-Émery Ricci curvature, it is shown that the ratio of the -th to first eigenvalues of the weighted Laplacian is do…