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Community Detection and Stochastic Block Models

29 March 2017

Papers citing "Community Detection and Stochastic Block Models"

50 / 538 papers shown

Title
A network community detection method with integration of data from multiple layers and node attributes H. Reittu Lasse Leskelä Tomi D. Räty 58 2 0 22 May 2023
Bounded Projection Matrix Approximation with Applications to Community Detection Zheng Zhai Hengchao Chen Qiang Sun 33 2 0 21 May 2023
Reaching Kesten-Stigum Threshold in the Stochastic Block Model under Node Corruptions Jingqiu Ding Tommaso dÓrsi Yiding Hua David Steurer 70 6 0 17 May 2023
Fair Information Spread on Social Networks with Community Structure O. Mesner Elizaveta Levina Ji Zhu FaML 51 0 0 15 May 2023
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference Joshua Agterberg Joshua Cape 66 1 0 10 May 2023
Revisiting Robustness in Graph Machine Learning Lukas Gosch Daniel Sturm Simon Geisler Stephan Günnemann AAML OOD 142 23 0 01 May 2023
Spectral clustering in the Gaussian mixture block model Shuangping Li T. Schramm 90 8 0 29 Apr 2023
Strong Consistency Guarantees for Clustering High-Dimensional Bipartite Graphs with the Spectral Method Guillaume Braun 87 2 0 14 Apr 2023
Graphon Estimation in bipartite graphs with observable edge labels and unobservable node labels Etienne Donier-Meroz A. Dalalyan F. Kramarz Philippe Choné Xavier d'Haultfoeuille 40 3 0 07 Apr 2023
A non-backtracking method for long matrix and tensor completion Ludovic Stephan Yizhe Zhu 127 7 0 04 Apr 2023
The Graphical Nadaraya-Watson Estimator on Latent Position Models M. Gjorgjevski 22 1 0 30 Mar 2023
Neural-prior stochastic block model O. Duranthon L. Zdeborová 128 3 0 17 Mar 2023
A pseudo-likelihood approach to community detection in weighted networks Andressa Cerqueira Elizaveta Levina 96 3 0 10 Mar 2023
Massively Parallel Computation in a Heterogeneous Regime Orr Fischer A. Horowitz R. Oshman 61 2 0 28 Feb 2023
Matching Correlated Inhomogeneous Random Graphs using the $k$ -core Estimator Miklós Z. Rácz Anirudh Sridhar 48 9 0 10 Feb 2023
Consistent model selection for the Degree Corrected Stochastic Blockmodel Andressa Cerqueira S. Gallo Florencia Leonardi C. Vera 52 2 0 07 Feb 2023
Planted Bipartite Graph Detection Asaf Rotenberg Wasim Huleihel O. Shayevitz 34 0 0 07 Feb 2023
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise Teng Fu Yuhao Liu Jean Barbier Marco Mondelli Shansuo Liang Tianqi Hou 51 1 0 07 Feb 2023
Multilayer hypergraph clustering using the aggregate similarity matrix Kalle Alaluusua Konstantin Avrachenkov B. K. Shreyamsha Kumar Lasse Leskelä 68 4 0 27 Jan 2023
Fundamental Limits of Spectral Clustering in Stochastic Block Models An Zhang 71 5 0 23 Jan 2023
Graph Encoder Ensemble for Simultaneous Vertex Embedding and Community Detection Cencheng Shen Youngser Park Carey E. Priebe 86 9 0 18 Jan 2023
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs Clement D Lee Marco Battiston 68 0 0 18 Jan 2023
Detection problems in the spiked matrix models Ji Hyung Jung Hye Won Chung J. Lee 115 2 0 12 Jan 2023
Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes Xuezhen Li Can M. Le 90 0 0 12 Jan 2023
Private estimation algorithms for stochastic block models and mixture models Hongjie Chen Vincent Cohen-Addad Tommaso dÓrsi Alessandro Epasto Jacob Imola David Steurer Stefan Tiegel FedML 87 21 0 11 Jan 2023
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables Mohammadjafar Esmaeili Aria Nosratinia 95 3 0 08 Jan 2023
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks Xinyi Wu Zhengdao Chen W. Wang Ali Jadbabaie 111 45 0 21 Dec 2022
Is it easier to count communities than find them? Cynthia Rush Fiona Skerman Alexander S. Wein Dana Yang 33 10 0 21 Dec 2022
Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata Patrick M. Soga David Chiang 132 0 0 13 Dec 2022
Exact Phase Transitions for Stochastic Block Models and Reconstruction on Trees Elchanan Mossel Allan Sly Youngtak Sohn 83 14 0 06 Dec 2022
Semi-supervised Local Cluster Extraction by Compressive Sensing Zhaiming Shen Ming-Jun Lai Sheng Li 42 3 0 20 Nov 2022
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features Siyang Song Yuxin Song Cheng Luo Zhiyuan Song Selim Kuzucu Xi Jia Zhijiang Guo Weicheng Xie Linlin Shen Hatice Gunes 64 25 0 19 Nov 2022
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 55 2 0 16 Nov 2022
A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs Luana Ruiz Ningyuan Huang Soledad Villar 85 5 0 06 Nov 2022
Bipartite mixed membership distribution-free model. A novel model for community detection in overlapping bipartite weighted networks Huan Qing Jingli Wang 64 9 0 02 Nov 2022
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals Jianqing Fan Yingying Fan Jinchi Lv Fan Yang 114 3 0 31 Oct 2022
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost Sungjun Cho Seonwoo Min Jinwoo Kim Moontae Lee Honglak Lee Seunghoon Hong 80 3 0 27 Oct 2022
Implications of sparsity and high triangle density for graph representation learning Hannah Sansford Alexander Modell N. Whiteley Patrick Rubin-Delanchy 61 1 0 27 Oct 2022
Hypergraph Artificial Benchmark for Community Detection (h-ABCD) Bogumil Kamiñski P. Prałat F. Théberge 56 17 0 26 Oct 2022
Fast Community Detection in Dynamic and Heterogeneous Networks Maoyu Zhang Jingfei Zhang Wenlin Dai 39 2 0 24 Oct 2022
DeGroot-based opinion formation under a global steering mechanism Ivan Conjeaud Philipp Lorenz-Spreen Argyris Kalogeratos 78 4 0 21 Oct 2022
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN Md Nurul Muttakin Md. Iqbal Hossain Md Saidur Rahman GNN 93 2 0 20 Oct 2022
On Classification Thresholds for Graph Attention with Edge Features Kimon Fountoulakis Dake He Silvio Lattanzi Bryan Perozzi Anton Tsitsulin Shenghao Yang GNN 99 6 0 18 Oct 2022
Estimation of the Sample Frechet Mean: A Convolutional Neural Network Approach A. Sánchez Franccois G. Meyer 44 0 0 13 Oct 2022
A Framework for Large Scale Synthetic Graph Dataset Generation Sajad Darabi P. Bigaj Dawid Majchrowski Artur Kasymov Pawel M. Morkisz A. Fit-Florea 106 4 0 04 Oct 2022
Bayes-optimal limits in structured PCA, and how to reach them Jean Barbier Francesco Camilli Marco Mondelli Manuel Sáenz 59 5 0 03 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 54 2 0 29 Sep 2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model Tianxi Cai Dong Xia Luwan Zhang D. Zhou 47 1 0 28 Sep 2022
From Local to Global: Spectral-Inspired Graph Neural Networks Ningyuan Huang Soledad Villar Carey E. Priebe Da Zheng Cheng-Fu Huang Lin F. Yang Vladimir Braverman 93 15 0 24 Sep 2022
Detecting Planted Partition in Sparse Multi-Layer Networks Anirban Chatterjee Sagnik Nandy Ritwik Sadhu 98 1 0 15 Sep 2022