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Spectral and matrix factorization methods for consistent community detection in multi-layer networks

24 April 2017

Papers citing "Spectral and matrix factorization methods for consistent community detection in multi-layer networks"

23 / 23 papers shown

Title
Joint estimation of smooth graph signals from partial linear measurements Hemant Tyagi 44 0 0 29 May 2025
Community detection by spectral methods in multi-layer networks Huan Qing 144 3 0 19 Mar 2024
Spectral co-Clustering in Multi-layer Directed Networks W. Su Xiaoxun Guo Xiangyu Chang Ying Yang 71 7 0 20 Jul 2023
rMultiNet: An R Package For Multilayer Networks Analysis Ting Li Zhongyuan Lyu Chenyu Ren Dong Xia 62 1 0 09 Feb 2023
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model Tianxi Cai Dong Xia Luwan Zhang D. Zhou 52 1 0 28 Sep 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 85 9 0 15 Jun 2022
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization Meiby Ortiz-Bouza Selin Aviyente 49 14 0 02 May 2022
Exact Community Recovery in Correlated Stochastic Block Models Julia Gaudio Miklós Z. Rácz Anirudh Sridhar 82 10 0 29 Mar 2022
Multilayer Graph Contrastive Clustering Network Liang Liu Zhao Kang Ling Tian Wenbo Xu Xixu He 44 16 0 28 Dec 2021
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition Zhongyuan Lyu Dong Xia Yuan Zhang 72 25 0 30 Jun 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 150 31 0 16 Mar 2021
A Latent Space Model for Multilayer Network Data Juan Sosa Brenda Betancourt BDL 58 20 0 18 Feb 2021
Spectral clustering via adaptive layer aggregation for multi-layer networks Sihan Huang Haolei Weng Yang Feng 84 22 0 07 Dec 2020
Community recovery in non-binary and temporal stochastic block models Konstantin Avrachenkov Maximilien Dreveton Lasse Leskelä 94 10 0 11 Aug 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks Konstantinos Pantazis A. Athreya Jesús Arroyo W. Frost E. Hill V. Lyzinski 87 12 0 01 Aug 2020
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers Sharmodeep Bhattacharyya Sabyasachi Chatterjee 56 14 0 06 Apr 2020
Bias-adjusted spectral clustering in multi-layer stochastic block models Jing Lei K. Lin 89 51 0 18 Mar 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 88 69 0 10 Feb 2020
Randomized Spectral Clustering in Large-Scale Stochastic Block Models Hai Zhang Xiao Guo Xiangyu Chang 136 24 0 20 Jan 2020
Community Detection and Improved Detectability in Multiplex Networks Yuming Huang Ashkan Panahi Hamid Krim Liyi Dai 57 13 0 23 Sep 2019
CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation Makan Arastuie Subhadeep Paul Kevin S. Xu 151 2 0 19 Aug 2019
Inference for multiple heterogeneous networks with a common invariant subspace Jesús Arroyo A. Athreya Joshua Cape Guodong Chen Carey E. Priebe Joshua T. Vogelstein 103 117 0 24 Jun 2019
Spectral Clustering of Signed Graphs via Matrix Power Means Pedro Mercado Francesco Tudisco Matthias Hein 55 33 0 15 May 2019