A Survey on Role-Oriented Network Embedding

18 July 2021

Papers citing "A Survey on Role-Oriented Network Embedding"

30 / 30 papers shown

Title
Identity-aware Graph Neural Networks Jiaxuan You Jonathan M. Gomes-Selman Rex Ying J. Leskovec 53 255 0 25 Jan 2021
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning Di Jin Zhizhi Yu Pengfei Jiao Shirui Pan Dongxiao He Hongzhi Zhang Philip S. Yu Weixiong Zhang GNN 162 286 0 03 Jan 2021
Embedding Node Structural Role Identity into Hyperbolic Space Lili Wang Ying Lu Chenghan Huang Soroush Vosoughi 34 15 0 03 Nov 2020
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training J. Qiu Qibin Chen Yuxiao Dong Jing Zhang Hongxia Yang Ming Ding Kuansan Wang Jie Tang SSL 229 960 0 17 Jun 2020
Deep Learning for Community Detection: Progress, Challenges and Opportunities Fanzhen Liu Shan Xue Hongzhi Zhang Chuan Zhou Wenbin Hu Cécile Paris Surya Nepal Jian Yang Philip S. Yu GNN 74 246 0 17 May 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 324 1,123 0 13 Feb 2020
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction Aravind Sankar Xinyang Zhang A. Krishnan Jiawei Han GNN 74 82 0 01 Jan 2020
GraLSP: Graph Neural Networks with Local Structural Patterns Yilun Jin Guojie Song C. Shi 71 52 0 18 Nov 2019
RiWalk: Fast Structural Node Embedding via Role Identification Xuewei Ma Geng Qin Zhiyang Qiu Mingxin Zheng Zhe Wang 53 38 0 15 Oct 2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization J. Qiu Yuxiao Dong Hao Ma Jun Yu Li Chi Wang Kuansan Wang Jie Tang 54 173 0 26 Jun 2019
Position-aware Graph Neural Networks Jiaxuan You Rex Ying J. Leskovec 93 497 0 11 Jun 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 783 8,566 0 03 Jan 2019
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 154 1,336 0 11 Dec 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 251 7,695 0 01 Oct 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 351 10,356 0 10 Jul 2018
Anonymous Walk Embeddings Sergey Ivanov Evgeny Burnaev GNN 59 180 0 30 May 2018
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 102 622 0 04 Dec 2017
Learning Structural Node Embeddings Via Diffusion Wavelets Claire Donnat Marinka Zitnik David Hallac J. Leskovec GNN DiffM 72 393 0 27 Oct 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 105 1,794 0 22 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 177 1,980 0 17 Sep 2017
Graph Embedding Techniques, Applications, and Performance: A Survey Palash Goyal Emilio Ferrara GNN AI4TS 137 1,730 0 08 May 2017
struc2vec: Learning Node Representations from Structural Identity Leonardo F. R. Ribeiro Pedro H. P. Saverese Daniel R. Figueiredo 72 1,164 0 11 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 654 29,154 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,903 0 03 Jul 2016
Clustering Network Layers With the Strata Multilayer Stochastic Block Model Natalie Stanley S. Shai D. Taylor P. Mucha 49 135 0 07 Jul 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 260 9,800 0 26 Mar 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013
Role-Dynamics: Fast Mining of Large Dynamic Networks Ryan Rossi Brian Gallagher Jennifer Neville Keith W. Henderson 72 48 0 09 Mar 2012
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 511 2,122 0 30 May 2007