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In this paper, we generalize Lin-Lu-Yau's Ricci curvature to weighted graphs and give a simple limit-free definition.
Logarithmic harnack inequalities
F. Chung and S.-T Yau · 1996
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Ricci curvature of metric spaces
Yann Ollivier · 2007
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Gauss-bonnet formula, finiteness condition, and characterizations of graphs embedded in surfaces
Beifang Chen and Guantao Chen · 2008
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Ricci curvature of markov chains on metric spaces
Yann Ollivier · 2009
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Ricci curvature and eigenvalue estimate on locally finite graphs
Yong Lin and Shing-Tung Yau · 2010
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Ricci curvature of graphs
Yong Lin, Linyuan Lu, and Shing-Tung Yau · 2011
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Edge length dynamics on graphs with applications to p p -adic ads/cft
Steven Gubser, Matthew Heydeman, Christian Jepsen, Matilde Marcolli, Sarthak Parikh, Ingmar Saberi, Bogdan Stoica, and Brian Trundy · 2016
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Ollivier–ricci idleness functions of graphs
David Bourne, David Cushing, Shiping Liu, Florentin Münch, and Norbert Peyerimhoff · 2017
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Riemannian Geometry and Geometric Analysis
Jürgen Jost · 2017
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Ollivier ricci curvature for general graph laplacians: Heat equation, laplacian comparison, non-explosion and diameter bounds
Florentin Münch and Radoslaw K. Wojciechowski · 2017
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Community detection on networks with ricci flow
Chien-Chun Ni, Yu-Yao Lin, Feng Luo, and Jie Gao · 2019
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Ollivier-ricci curvature-based method to community detection in complex networks
Jayson Sia, Edmond Jonckheere, and Paul Bogdan · 2019
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