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Scalable detection of statistically significant communities and hierarchies, using message-passing for modularity

23 March 2014

Pan Zhang

Papers citing "Scalable detection of statistically significant communities and hierarchies, using message-passing for modularity"

23 / 23 papers shown

Title
Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection Samin Aref Mahdi Mostajabdaveh 68 9 0 17 Oct 2023
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Tiago P. Peixoto Alec Kirkley 79 13 0 17 Oct 2022
Trading off Quality for Efficiency of Community Detection: An Inductive Method across Graphs Meng Qin Chao Zhang Bo Bai Gong Zhang Dit-Yan Yeung 63 2 0 29 Sep 2022
Deep Graph Clustering via Mutual Information Maximization and Mixture Model Maedeh Ahmadi M. Safayani Abdolreza Mirzaei 117 6 0 10 May 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths Tiago P. Peixoto 122 47 0 30 Nov 2021
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning Di Jin Zhizhi Yu Pengfei Jiao Shirui Pan Dongxiao He Hongzhi Zhang Philip S. Yu Weixiong Zhang GNN 184 287 0 03 Jan 2021
Hierarchical community structure in networks Michael T. Schaub Jiaze Li Leto Peel 64 20 0 15 Sep 2020
Statistical inference of assortative community structures Lizhi Zhang Tiago P. Peixoto 55 40 0 25 Jun 2020
Revealing consensus and dissensus between network partitions Tiago P. Peixoto 86 41 0 28 May 2020
SIMPLE: Statistical Inference on Membership Profiles in Large Networks Jianqing Fan Yingying Fan Xiao Han Jinchi Lv 82 43 0 03 Oct 2019
Stacking Models for Nearly Optimal Link Prediction in Complex Networks Amir Ghasemian Homa Hosseinmardi Aram Galstyan E. Airoldi A. Clauset 85 133 0 17 Sep 2019
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection Pan Li Eli Chien O. Milenkovic 86 68 0 26 May 2019
Universality of the stochastic block model Jean-Gabriel Young G. St‐Onge P. Desrosiers Louis J. Dubé 73 31 0 11 Jun 2018
Prioritizing network communities Marinka Zitnik R. Sosič J. Leskovec 53 71 0 07 May 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 102 142 0 28 Feb 2018
Fast Maximum Likelihood estimation via Equilibrium Expectation for Large Network Data M. Byshkin A. Stivala Antonietta Mira G. Robins Alessandro Lomi 43 28 0 28 Feb 2018
Weighted Community Detection and Data Clustering Using Message Passing Cheng Shi Yanchen Liu Pan Zhang 43 14 0 30 Jan 2018
Algorithmic detectability threshold of the stochastic block model T. Kawamoto 61 17 0 24 Oct 2017
Simplified Energy Landscape for Modularity Using Total Variation Z. Boyd Egil Bae X. Tai Andrea L. Bertozzi 16 21 0 28 Jul 2017
Element-centric clustering comparison unifies overlaps and hierarchy Alexander J. Gates Ian B. Wood W. Hetrick Yong-Yeol Ahn 67 90 0 19 Jun 2017
Performance of a community detection algorithm based on semidefinite programming Adel Javanmard Andrea Montanari F. Ricci-Tersenghi 96 20 0 30 Mar 2016
Statistical physics of inference: Thresholds and algorithms Lenka Zdeborová Florent Krzakala AI4CE 133 427 0 08 Nov 2015
Evaluating accuracy of community detection using the relative normalized mutual information Pan Zhang 65 73 0 15 Jan 2015