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Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction

25 January 2015

Mingyuan Zhou

Papers citing "Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction"

33 / 33 papers shown

Title
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics Hanming Yang A. Moretti Sebastian Macaluso Philippe Chlenski C. A. Naesseth I. Pe’er BDL 147 1 0 03 Jan 2025
Nested stochastic block model for simultaneously clustering networks and nodes Nathaniel Josephs Arash A. Amini M. Paez Lizhen Lin 62 4 0 18 Jul 2023
Ordinal Graph Gamma Belief Network for Social Recommender Systems Dongsheng Wang Chaojie Wang Bo Chen Mingyuan Zhou CML BDL 46 0 0 12 Sep 2022
A majorization-minimization algorithm for nonnegative binary matrix factorization P. Magron Cédric Févotte 16 4 0 20 Apr 2022
Bayesian community detection for networks with covariates Luyi W. Shen Arash A. Amini Nathaniel Josephs Lizhen Lin 56 6 0 04 Mar 2022
A Variational Edge Partition Model for Supervised Graph Representation Learning Yingying He Chaojie Wang Hao Zhang Bo Chen Mingyuan Zhou 67 5 0 07 Feb 2022
Struct-MMSB: Mixed Membership Stochastic Blockmodels with Interpretable Structured Priors Yue Zhang Arti Ramesh 70 2 0 21 Feb 2020
Scalable Deep Generative Relational Models with High-Order Node Dependence Xuhui Fan Bin Li Scott A. Sisson Caoyuan Li Ling-Hao Chen BDL 27 10 0 04 Nov 2019
Overlapping Community Detection with Graph Neural Networks Oleksandr Shchur Stephan Günnemann GNN 75 133 0 26 Sep 2019
Semi-Implicit Graph Variational Auto-Encoders Arman Hasanzadeh Ehsan Hajiramezanali N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 77 132 0 19 Aug 2019
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning Fan-Yun Sun Meng Qu Jordan Hoffmann Chin-Wei Huang Jian Tang BDL 123 92 0 18 Jun 2019
Sequential Edge Clustering in Temporal Multigraphs Elahe Ghalebi H. Mahyar Radu Grosu Graham W. Taylor Sinead Williamson 149 0 0 28 May 2019
A unified construction for series representations and finite approximations of completely random measures Juho Lee Xenia Miscouridou François Caron 51 7 0 26 May 2019
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling Hao Zhang Bo Chen Long Tian Zhengjue Wang Mingyuan Zhou DRL 67 7 0 18 May 2019
Stochastic Blockmodels meet Graph Neural Networks Nikhil Mehta Lawrence Carin Piyush Rai BDL 66 83 0 14 May 2019
Convolutional Poisson Gamma Belief Network Chaojie Wang Bo Chen Sucheng Xiao Mingyuan Zhou 87 15 0 14 May 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 85 203 0 01 Mar 2019
Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization Alberto Lumbreras Louis Filstroff Cédric Févotte 68 15 0 17 Dec 2018
Dirichlet belief networks for topic structure learning He Zhao Lan Du Wray Buntine Mingyuan Zhou OOD BDL 67 44 0 02 Nov 2018
Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis Sikun Yang Heinz Koeppl CML 18 1 0 10 Sep 2018
Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels Gundeep Arora Anupreet Porwal Kanupriya Agarwal Avani Samdariya Piyush Rai 37 3 0 10 Jul 2018
Parsimonious Bayesian deep networks Mingyuan Zhou BDL 43 8 0 22 May 2018
Locally Private Bayesian Inference for Count Models Aaron Schein Zhiwei Steven Wu Alexandra Schofield Mingyuan Zhou Hanna M. Wallach 154 37 0 22 Mar 2018
Nonparametric Bayesian Sparse Graph Linear Dynamical Systems Rahi Kalantari Joydeep Ghosh Mingyuan Zhou 59 4 0 21 Feb 2018
Community Detection in Partially Observable Social Networks Cong Tran Won-Yong Shin Andreas Spitz 68 34 0 30 Dec 2017
Leveraging Node Attributes for Incomplete Relational Data He Zhao Lan Du Wray Buntine 64 45 0 14 Jun 2017
Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs Benjamin Bloem-Reddy Peter Orbanz 60 21 0 19 Dec 2016
Softplus Regressions and Convex Polytopes Mingyuan Zhou 75 16 0 23 Aug 2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations Aaron Schein Mingyuan Zhou David M. Blei Hanna M. Wallach 68 89 0 06 Jun 2016
Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities A. Todeschini Xenia Miscouridou François Caron 136 43 0 05 Feb 2016
Gamma Belief Networks Mingyuan Zhou Yulai Cong Bo Chen BDL 108 87 0 09 Dec 2015
Stochastic gradient variational Bayes for gamma approximating distributions David A. Knowles BDL 135 51 0 04 Sep 2015
Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors Changwei Hu Piyush Rai Lawrence Carin 87 37 0 18 Aug 2015