Joint Learning of Hierarchical Community Structure and Node
Representations: An Unsupervised Approach

Joint Learning of Hierarchical Community Structure and Node Representations: An Unsupervised Approach

22 January 2022

George Karypis

Papers citing "Joint Learning of Hierarchical Community Structure and Node Representations: An Unsupervised Approach"

11 / 11 papers shown

Title
Graph Cross Networks with Vertex Infomax Pooling Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang 85 59 0 05 Oct 2020
Hierarchical Message-Passing Graph Neural Networks Zhiqiang Zhong Cheng-Te Li Jun Pang 64 49 0 08 Sep 2020
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 82 91 0 18 Jun 2019
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 205 2,135 0 22 Jun 2018
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 118 1,970 0 17 Sep 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 152 10,825 0 03 Jul 2016
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 107 5,323 0 12 Mar 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 72 3,174 0 20 Dec 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 219 9,735 0 26 Mar 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 550 31,406 0 16 Jan 2013
Hierarchical structure and the prediction of missing links in networks A. Clauset Cristopher Moore Mark E. J. Newman 70 2,070 0 04 Nov 2008