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Community Detection for Hypergraph Networks via Regularized Tensor Power Iteration

14 September 2019

Papers citing "Community Detection for Hypergraph Networks via Regularized Tensor Power Iteration"

35 / 35 papers shown

Title
Community and hyperedge inference in multiple hypergraphs Li Ni Ziqi Deng Lin Mu Lei Zhang Wenjian Luo Yize Zhang 68 0 0 08 May 2025
Consistent community detection in multi-layer networks with heterogeneous differential privacy Yaoming Zhen Shirong Xu Junhui Wang 49 0 0 20 Jun 2024
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges Arnab Auddy Dong Xia Ming Yuan AI4CE 92 3 0 28 May 2024
Conformalized Tensor Completion with Riemannian Optimization Hu Sun Yang Chen 191 2 0 01 May 2024
Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block Models Kazuki Nakajima Takeaki Uno 90 0 0 01 Jan 2024
Fast Parallel Tensor Times Same Vector for Hypergraphs Shruti Shivakumar Ilya Amburg Sinan G. Aksoy Jiajia Li Stephen J. Young Srinivas Aluru 38 1 0 14 Nov 2023
$Degree Heterogeneity in Higher-Order Networks: Inference in the Hypergraph $\boldsymbolβ$-Model$ Degree Heterogeneity in Higher-Order Networks: Inference in the Hypergraph $\boldsymbolβ$ -Model Sagnik Nandy B. Bhattacharya 57 2 0 06 Jul 2023
Scalable tensor methods for nonuniform hypergraphs Sinan G. Aksoy Ilya Amburg Stephen J. Young 65 5 0 30 Jun 2023
Tensorized Hypergraph Neural Networks Maolin Wang Yao Zhen Yu Pan Yao Zhao Chenyi Zhuang Zenglin Xu Ruocheng Guo Xiangyu Zhao 65 2 0 05 Jun 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
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix Julia Gaudio Nirmit Joshi 56 4 0 23 Aug 2022
Nonbacktracking spectral clustering of nonuniform hypergraphs Philip S. Chodrow Nicole Eikmeier Jamie Haddock 72 21 0 27 Apr 2022
Sparse random hypergraphs: Non-backtracking spectra and community detection Ludovic Stephan Yizhe Zhu 62 21 0 14 Mar 2022
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models Jiaxin Hu Miaoyan Wang 48 4 0 19 Jan 2022
Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block Model Ioana Dumitriu Haixiao Wang Yizhe Zhu 65 12 0 22 Dec 2021
Community detection in censored hypergraph Mingao Yuan Bin Zhao Xiaofeng Zhao 62 2 0 04 Nov 2021
A useful criterion on studying consistent estimation in community detection Huan Qing 53 8 0 30 Sep 2021
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition Zhongyuan Lyu Dong Xia Yuan Zhang 70 24 0 30 Jun 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons Krishnakumar Balasubramanian 59 12 0 18 May 2021
Exact Recovery in the General Hypergraph Stochastic Block Model Q. Zhang Vincent Y. F. Tan 96 22 0 11 May 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 168 288 0 20 Apr 2021
Heterogeneous Dense Subhypergraph Detection Mingao Yuan Zuofeng Shang 42 3 0 08 Apr 2021
Community Detection in General Hypergraph via Graph Embedding Yao Zhen Junhui Wang GNN 66 38 0 28 Mar 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 150 30 0 16 Mar 2021
Co-clustering Vertices and Hyperedges via Spectral Hypergraph Partitioning Yu Zhu Boning Li Santiago Segarra 48 12 0 19 Feb 2021
Sharp detection boundaries on testing dense subhypergraph Mingao Yuan Zuofeng Shang 65 10 0 12 Jan 2021
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit Rungang Han Yuetian Luo Miaoyan Wang Anru R. Zhang 122 39 0 18 Dec 2020
Statistical and computational thresholds for the planted $k$ -densest sub-hypergraph problem Luca Corinzia Paolo Penna Wojtek Szpankowski J. M. Buhmann 53 6 0 23 Nov 2020
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration Yuetian Luo Garvesh Raskutti M. Yuan Anru R. Zhang 79 12 0 06 Aug 2020
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits Yuetian Luo Anru R. Zhang 134 46 0 21 May 2020
Robust Hypergraph Clustering via Convex Relaxation of Truncated MLE Jeonghwa Lee Daesung Kim Hye Won Chung 77 14 0 23 Mar 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 84 68 0 10 Feb 2020
Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation Chuyang Ke Jean Honorio 37 1 0 06 Nov 2019
Improvements on SCORE, Especially for Weak Signals Jiashun Jin Z. Ke Shengming Luo 37 23 0 14 Nov 2018
Testing Community Structures for Hypergraphs Mingao Yuan Ruiqi Liu Yang Feng Zuofeng Shang 39 17 0 10 Oct 2018