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DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Representation Learning over Dynamic Graphs Rakshit S. Trivedi Mehrdad Farajtabar P. Biswal H. Zha AI4TS AI4CE 92 53 0 11 Mar 2018
Attention-based Graph Neural Network for Semi-supervised Learning K. K. Thekumparampil Chong-Jun Wang Sewoong Oh Li Li GNN 123 335 0 10 Mar 2018
Community Interaction and Conflict on the Web Srijan Kumar William L. Hamilton J. Leskovec Dan Jurafsky 80 345 0 09 Mar 2018
GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding Wenyu Du Shuai Yu Min Yang Qiang Qu Jia Zhu 80 5 0 07 Mar 2018
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba Jizhe Wang Pipei Huang Huan Zhao Zhibo Zhang Binqiang Zhao Lee 82 501 0 06 Mar 2018
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 72 83 0 05 Mar 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 195 362 0 02 Mar 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 123 142 0 28 Feb 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 159 1,957 0 27 Feb 2018
MILE: A Multi-Level Framework for Scalable Graph Embedding Jiongqian Liang Saket Gurukar Srinivas Parthasarathy GNN 96 78 0 26 Feb 2018
N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification Sami Abu-El-Haija Amol Kapoor Bryan Perozzi Joonseok Lee GNN SSL 102 262 0 24 Feb 2018
Learning to Make Predictions on Graphs with Autoencoders Phi Vu Tran GNN SSL AI4CE 76 57 0 23 Feb 2018
Learning Topic Models by Neighborhood Aggregation Ryohei Hisano 51 3 0 22 Feb 2018
Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms Kento Nozawa Masanari Kimura Atsunori Kanemura GNN 24 2 0 18 Feb 2018
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation? Abhik Jana Pawan Goyal NAI 47 9 0 17 Feb 2018
Semi-Supervised Learning on Graphs Based on Local Label Distributions Evgheniy Faerman Felix Borutta Julian Busch Matthias Schubert 68 7 0 15 Feb 2018
NeVAE: A Deep Generative Model for Molecular Graphs Bidisha Samanta A. De G. Jana P. Chattaraj Niloy Ganguly Manuel Gomez Rodriguez GNN DRL BDL DiffM 122 219 0 14 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 80 12 0 14 Feb 2018
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks Akifumi Okuno Tetsuya Hada Hidetoshi Shimodaira 77 15 0 13 Feb 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding Shirui Pan Ruiqi Hu Guodong Long Jing Jiang Lina Yao Chengqi Zhang GNN GAN 79 450 0 13 Feb 2018
The Importance of Norm Regularization in Linear Graph Embedding: Theoretical Analysis and Empirical Demonstration Yihan Gao Chao Zhang Jian-wei Peng Aditya G. Parameswaran 38 4 0 10 Feb 2018
Classification of Things in DBpedia using Deep Neural Networks Rahul Parundekar 51 2 0 07 Feb 2018
Learning Role-based Graph Embeddings Nesreen Ahmed Ryan Rossi J. B. Lee Theodore L. Willke R. Zhou Xiangnan Kong Hoda Eldardiry 111 96 0 07 Feb 2018
Critical Percolation as a Framework to Analyze the Training of Deep Networks Zohar Ringel Rodrigo Andrade de Bem 48 2 0 06 Feb 2018
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision Hanyuan Zhang Hao-qing Wu Weiwei Sun Baihua Zheng AI4TS 82 143 0 06 Feb 2018
GeniePath: Graph Neural Networks with Adaptive Receptive Paths Ziqi Liu Chaochao Chen Longfei Li Jun Zhou Xiaolong Li Le Song Yuan Qi GNN 149 314 0 03 Feb 2018
Modeling polypharmacy side effects with graph convolutional networks Marinka Zitnik Monica Agrawal J. Leskovec GNN 140 1,101 0 02 Feb 2018
Complex Network Classification with Convolutional Neural Network Ruyue Xin Jiang Zhang Yi Shao GNN 89 111 0 02 Feb 2018
Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations F. Z. Smaili Xin Gao Robert Hoehndorf 69 115 0 31 Jan 2018
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling Jie Chen Tengfei Ma Cao Xiao GNN 213 1,523 0 30 Jan 2018
Using deep Q-learning to understand the tax evasion behavior of risk-averse firms Nikolaos Goumagias D. Hristu-Varsakelis Yannis Assael 47 27 0 29 Jan 2018
HONE: Higher-Order Network Embeddings Ryan A. Rossi Nesreen Ahmed Eunyee Koh Sungchul Kim Anup B. Rao Yasin Abbasi-Yadkori 98 22 0 28 Jan 2018
Learning Networks from Random Walk-Based Node Similarities J. Hoskins Cameron Musco Christopher Musco Charalampos E. Tsourakakis MLAU AAML 48 6 0 23 Jan 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 390 2,860 0 22 Jan 2018
mvn2vec: Preservation and Collaboration in Multi-View Network Embedding Yu Shi Fangqiu Han Xinwei He Xinran He Carl Yang Jie Luo Jiawei Han 3DV 90 56 0 19 Jan 2018
Learning Feature Representations for Keyphrase Extraction C. Florescu Wei Jin SSL 36 14 0 05 Jan 2018
Learning and Transferring IDs Representation in E-commerce Kui Zhao Yuechuan Li Zhaoqian Shuai Cheng Yang 41 2 0 22 Dec 2017
Cognitive Database: A Step towards Endowing Relational Databases with Artificial Intelligence Capabilities R. Bordawekar Bortik Bandyopadhyay O. Shmueli 55 27 0 19 Dec 2017
RelNN: A Deep Neural Model for Relational Learning Seyed Mehran Kazemi David Poole NAI GNN 60 55 0 07 Dec 2017
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 133 626 0 04 Dec 2017
SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction Hongwei Wang Fuzheng Zhang Min Hou Xing Xie Minyi Guo Qi Liu 92 330 0 03 Dec 2017
Representation Learning for Scale-free Networks Rui Feng Yang Yang Wenjie Hu Leilei Gan Yueting Zhuang GNN 62 51 0 29 Nov 2017
Topological Recurrent Neural Network for Diffusion Prediction Jia Wang V. Zheng Zemin Liu Kevin Chen-Chuan Chang DiffM GNN 99 174 0 28 Nov 2017
GraphGAN: Graph Representation Learning with Generative Adversarial Nets Hongwei Wang Jia Wang Jialin Wang Miao Zhao Weinan Zhang Fuzheng Zhang Xing Xie Minyi Guo GNN GAN 121 627 0 22 Nov 2017
Adversarial Network Embedding Quanyu Dai Qiang Li Jian Tang Dan Wang GNN GAN 94 223 0 21 Nov 2017
Motif-based Convolutional Neural Network on Graphs Aravind Sankar Xinyang Zhang Kevin Chen-Chuan Chang GNN 124 42 0 15 Nov 2017
Towards Plausible Graph Anonymization Yang Zhang Mathias Humbert Bartlomiej Surma Praveen Manoharan Jilles Vreeken Michael Backes 126 20 0 15 Nov 2017
A Deep Learning Approach for Expert Identification in Question Answering Communities Chen Zheng Shuangfei Zhai Zhongfei Zhang 29 16 0 14 Nov 2017
STWalk: Learning Trajectory Representations in Temporal Graphs Supriya Pandhre Himangi Mittal Manish Gupta V. Balasubramanian 44 21 0 11 Nov 2017
Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective Junliang Guo Linli Xu Xunpeng Huang Enhong Chen 18 1 0 11 Nov 2017