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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
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network Pedro H. C. Avelar Henrique Lemos Marcelo O. R. Prates Luís C. Lamb 79 18 0 11 Sep 2018
Exploiting Edge Features in Graph Neural Networks Liyu Gong Qiang Cheng GNN 75 21 0 07 Sep 2018
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning Palash Goyal Sujit Rokka Chhetri A. Canedo 141 406 0 07 Sep 2018
FI-GRL: Fast Inductive Graph Representation Learning via Projection-Cost Preservation Fei Jiang Lei Zheng Jin Xu Philip S. Yu 36 6 0 07 Sep 2018
BiasedWalk: Biased Sampling for Representation Learning on Graphs Duong Nguyen Fragkiskos D. Malliaros 24 17 0 07 Sep 2018
Deep Feature Learning of Multi-Network Topology for Node Classification Hansheng Xue Jiajie Peng Xuequn Shang 24 3 0 07 Sep 2018
Feature Learning for Meta-Paths in Knowledge Graphs Sebastian Bischoff 53 0 0 07 Sep 2018
Learning Embeddings of Directed Networks with Text-Associated Nodes---with Applications in Software Package Dependency Networks Kexuan Sun Shudan Zhong Hong Xu 35 3 0 07 Sep 2018
Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification Fenxiao Chen Bin Wang C.-C. Jay Kuo GNN 45 2 0 04 Sep 2018
Adversarial Attacks on Node Embeddings via Graph Poisoning Aleksandar Bojchevski Stephan Günnemann AAML 100 307 0 04 Sep 2018
Semi-supervised Learning on Graphs with Generative Adversarial Nets Ming Ding Jie Tang Jie Zhang GNN GAN 116 116 0 01 Sep 2018
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS 80 25 0 29 Aug 2018
Superhighway: Bypass Data Sparsity in Cross-Domain CF Kwei-Herng Lai Ting-Hsiang Wang Heng-Yu Chi Yian Chen Ming-Feng Tsai Chuan-Ju Wang 20 3 0 28 Aug 2018
EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection Quan Li Kristanto Sean Njotoprawiro Hammad Haleem Qiaoan Chen Chris Yi Xiaojuan Ma 57 58 0 28 Aug 2018
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation Jundong Li Liang Wu Huan Liu 55 35 0 26 Aug 2018
Nowcasting the Stance of Social Media Users in a Sudden Vote: The Case of the Greek Referendum Adam Tsakalidis Nikolaos Aletras Alexandra I. Cristea Maria Liakata 106 34 0 26 Aug 2018
A Trio Neural Model for Dynamic Entity Relatedness Ranking T. N. Nguyen Tuan Tran Wolfgang Nejdl 36 1 0 24 Aug 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs Dimitri Kartsaklis Mohammad Taher Pilehvar Nigel Collier 77 58 0 23 Aug 2018
Isometric Transformation Invariant Graph-based Deep Neural Network Renata Khasanova P. Frossard 56 3 0 21 Aug 2018
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games Xi Liu Muhe Xie Xidao Wen Rui Chen Yong Ge N. Duffield Na Wang 57 43 0 20 Aug 2018
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation Yunsheng Bai Haoyang Ding Song Bian Ting-Li Chen Yizhou Sun Wei Wang GNN 85 327 0 16 Aug 2018
Learning Graph Embeddings from WordNet-based Similarity Measures Andrey Kutuzov M. Dorgham Oleksiy Oliynyk Chris Biemann Sergey Petrakov GNN 44 17 0 16 Aug 2018
Large-Scale Learnable Graph Convolutional Networks Hongyang Gao Zhengyang Wang Shuiwang Ji GNN 130 600 0 12 Aug 2018
Message Passing Graph Kernels Giannis Nikolentzos Michalis Vazirgiannis 59 7 0 07 Aug 2018
Global and local evaluation of link prediction tasks with neural embeddings Asan Agibetov Matthias Samwald 72 10 0 27 Jul 2018
DeepLink: A Novel Link Prediction Framework based on Deep Learning M. Keikha M. Rahgozar M. Asadpour 21 20 0 27 Jul 2018
AceKG: A Large-scale Knowledge Graph for Academic Data Mining Ruijie Wang Yuchen Yan Jialu Wang Yuting Jia Ye Zhang Weinan Zhang Xinbing Wang SLR 84 106 0 23 Jul 2018
Attention Models in Graphs: A Survey J. B. Lee Ryan A. Rossi Sungchul Kim Nesreen K. Ahmed Eunyee Koh GNN 72 164 0 20 Jul 2018
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning Michaela Regneri Malte Hoffmann Jurij Kost N. Pietsch Timothy Schulz Sabine Stamm AAML 22 2 0 17 Jul 2018
DeepInf: Social Influence Prediction with Deep Learning J. Qiu Jian Tang Hao Ma Yuxiao Dong Kuansan Wang Jie Tang GNN AI4CE 108 550 0 15 Jul 2018
DeepMove: Learning Place Representations through Large Scale Movement Data Yang Zhou Yan Huang HAI BDL 83 28 0 11 Jul 2018
Network Classification in Temporal Networks Using Motifs Kun Tu Jian Li Don Towsley Dave Braines Liam D. Turner 21 16 0 10 Jul 2018
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks Yu Shi Qi Zhu Fang Guo Chao Zhang Jiawei Han 105 118 0 10 Jul 2018
Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces Minhyuk Sung Anastasia Dubrovina Vladimir G. Kim Leonidas Guibas 3DPC 69 9 0 04 Jul 2018
ColdRoute: Effective Routing of Cold Questions in Stack Exchange Sites Jiankai Sun Abhinav Vishnu Aniket Chakrabarti Charles Siegel Srinivasan Parthasarathy 33 19 0 02 Jul 2018
Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data Victor Veitch Morgane Austern Wenda Zhou David M. Blei Peter Orbanz 85 9 0 27 Jun 2018
Search Rank Fraud De-Anonymization in Online Systems Mizanur Rahman Nestor Hernandez Bogdan Carbunar Duen Horng Chau 26 8 0 23 Jun 2018
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study Stephen Bonner Ibad Kureshi John Brennan Georgios Theodoropoulos A. Mcgough B. Obara 95 35 0 19 Jun 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 605 2,000 0 09 Jun 2018
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations Ashwin Kalyan Stefan Lee A. Kannan Dhruv Batra 56 6 0 08 Jun 2018
Spectral Network Embedding: A Fast and Scalable Method via Sparsity Jie Zhang Yan Wang Jie Tang Ming Ding GNN 40 5 0 07 Jun 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 471 3,582 0 06 Jun 2018
Closed Form Word Embedding Alignment Sunipa Dev Safia Hassan J. M. Phillips 34 3 0 04 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 931 3,136 0 04 Jun 2018
Dual-Primal Graph Convolutional Networks Federico Monti Oleksandr Shchur Aleksandar Bojchevski Or Litany Stephan Günnemann M. Bronstein GNN 101 79 0 03 Jun 2018
Large-Margin Classification in Hyperbolic Space Hyunghoon Cho B. Demeo Jianhao Peng Bonnie Berger 72 75 0 01 Jun 2018
Fusion Graph Convolutional Networks Priyesh Vijayan Yash Chandak Mitesh M. Khapra Srinivasan Parthasarathy B. Ravindran GNN 86 2 0 31 May 2018
On representation power of neural network-based graph embedding and beyond Akifumi Okuno Hidetoshi Shimodaira 35 2 0 31 May 2018
What the Vec? Towards Probabilistically Grounded Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 78 23 0 30 May 2018
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning Shupeng Gui Xiangliang Zhang Shuang Qiu Mingrui Wu Jieping Ye Ji Liu 47 0 0 28 May 2018