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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
NEXT: A Neural Network Framework for Next POI Recommendation Zhiqian Zhang Chenliang Li Zhiyong Wu Aixin Sun Dengpan Ye Xiangyang Luo 44 77 0 15 Apr 2017
Deep Extreme Multi-label Learning Wenjie Zhang Junchi Yan Xiangfeng Wang H. Zha 70 123 0 12 Apr 2017
ENWalk: Learning Network Features for Spam Detection in Twitter K. Santosh S. Maity Arjun Mukherjee 26 4 0 11 Apr 2017
struc2vec: Learning Node Representations from Structural Identity Leonardo F. R. Ribeiro Pedro H. P. Saverese Daniel R. Figueiredo 138 1,168 0 11 Apr 2017
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification Cheng Ju Aurélien F. Bibaut Mark van der Laan UQCV 115 361 0 05 Apr 2017
Semi-supervised Embedding in Attributed Networks with Outliers Jiongqian Liang Peter Jacobs Jiankai Sun Srinivasan Parthasarathy BDL 79 111 0 23 Mar 2017
Supervised Typing of Big Graphs using Semantic Embeddings Mayank Kejriwal Pedro A. Szekely 41 15 0 22 Mar 2017
Semi-Supervised Learning with Competitive Infection Models Nir Rosenfeld Amir Globerson SSL 169 6 0 19 Mar 2017
Neural Graph Machines: Learning Neural Networks Using Graphs T. Bui Sujith Ravi Vivek Ramavajjala GNN 62 29 0 14 Mar 2017
Bootstrapped Graph Diffusions: Exposing the Power of Nonlinearity Eliav Buchnik E. Cohen 61 22 0 07 Mar 2017
Customer Lifetime Value Prediction Using Embeddings B. Chamberlain Ângelo Cardoso C. H. B. Liu Roberto Pagliari M. Deisenroth 81 84 0 07 Mar 2017
Robust Spatial Filtering with Graph Convolutional Neural Networks F. Such Shagan Sah Miguel Domínguez Suhas Pillai Chao Zhang A. Michael N. Cahill R. Ptucha GNN 125 140 0 02 Mar 2017
Model-Independent Online Learning for Influence Maximization Sharan Vaswani Branislav Kveton Zheng Wen Mohammad Ghavamzadeh L. Lakshmanan Mark Schmidt 61 15 0 01 Mar 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 127 55 0 01 Mar 2017
Distributed Representation of Subgraphs B. Adhikari Yao Zhang Naren Ramakrishnan B. Prakash GNN 35 9 0 22 Feb 2017
Vector Embedding of Wikipedia Concepts and Entities Ehsan Sherkat E. Milios SSeg 3DV 48 22 0 12 Feb 2017
Name Disambiguation in Anonymized Graphs using Network Embedding Baichuan Zhang M. Hasan 103 108 0 08 Feb 2017
Collective Vertex Classification Using Recursive Neural Network Xingliang Yuan Qing Wang Chenchen Xu Zhuang Li GNN 35 9 0 24 Jan 2017
Heterogeneous Information Network Embedding for Meta Path based Proximity Zhipeng Huang N. Mamoulis GNN 78 110 0 19 Jan 2017
Marked Temporal Dynamics Modeling based on Recurrent Neural Network Yongqing Wang Shenghua Liu Huawei Shen Xueqi Cheng 18 14 0 14 Jan 2017
On Spectral Analysis of Directed Signed Graphs Yuemeng Li Xintao Wu Aidong Lu 97 10 0 23 Dec 2016
Graph Summarization Methods and Applications: A Survey Yike Liu Tara Safavi A. Dighe Danai Koutra 86 140 0 14 Dec 2016
Neuro-symbolic representation learning on biological knowledge graphs Mona Alshahrani Mohammed Asif Khan Omar Maddouri A. Kinjo N. Queralt-Rosinach Robert Hoehndorf NAI 65 142 0 13 Dec 2016
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification Ting-Li Chen Yizhou Sun 67 226 0 08 Dec 2016
Image Based Appraisal of Real Estate Properties Quanzeng You Ran Pang Liangliang Cao Jiebo Luo 53 68 0 28 Nov 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 573 1,826 0 25 Nov 2016
Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning Zheqian Chen Fangqiu Yi Zhou Zhao Deng Cai 32 3 0 24 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 878 3,317 0 24 Nov 2016
GRAM: Graph-based Attention Model for Healthcare Representation Learning Edward Choi M. T. Bahadori Le Song Walter F. Stewart Jimeng Sun GNN 129 678 0 21 Nov 2016
Correlation Clustering with Low-Rank Matrices Nate Veldt Anthony Wirth D. Gleich 69 13 0 21 Nov 2016
Learning From Graph Neighborhoods Using LSTMs Rakshit Agrawal Luca de Alfaro Vassilis Polychronopoulos GNN 86 7 0 21 Nov 2016
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 229 3,614 0 21 Nov 2016
DeepCas: an End-to-end Predictor of Information Cascades Cheng Li Jiaqi Ma Xiaoxiao Guo Qiaozhu Mei GNN 73 332 0 16 Nov 2016
Node Embedding via Word Embedding for Network Community Discovery Weicong Ding Christy Lin Prakash Ishwar 91 17 0 09 Nov 2016
From Node Embedding To Community Embedding V. Zheng Sandro Cavallari Hongyun Cai Kevin Chen-Chuan Chang Min Zhang GNN 84 34 0 31 Oct 2016
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks Jingbo Shang Meng Qu Jialu Liu Lance M. Kaplan Jiawei Han Jian Peng 82 16 0 31 Oct 2016
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases Xiang Ren Zeqiu Wu Wenqi He Meng Qu Clare R. Voss Heng Ji Tarek Abdelzaher Jiawei Han 124 303 0 27 Oct 2016
Dis-S2V: Discourse Informed Sen2Vec T. K. Saha Shafiq Joty Naeemul Hassan M. Hasan DRL 66 4 0 25 Oct 2016
DeepGraph: Graph Structure Predicts Network Growth Cheng Li Xiaoxiao Guo Qiaozhu Mei GNN 76 17 0 20 Oct 2016
Semi-supervised Graph Embedding Approach to Dynamic Link Prediction Ryohei Hisano 163 52 0 14 Oct 2016
A General Framework for Content-enhanced Network Representation Learning Xiaofei Sun Jiang Guo Xiao Ding Ting Liu GNN 3DV 99 90 0 10 Oct 2016
ICE: Information Credibility Evaluation on Social Media via Representation Learning Qiang Liu Shu Wu Feng Yu Liang Wang Tieniu Tan 30 8 0 29 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 888 29,369 0 09 Sep 2016
PRIIME: A Generic Framework for Interactive Personalized Interesting Pattern Discovery Mansurul Bhuiyan M. Hasan 61 4 0 19 Jul 2016
Combining Random Walks and Nonparametric Bayesian Topic Model for Community Detection Ruimin Zhu Wenxin Jiang BDL 76 1 0 19 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 468 12 0 03 Jul 2016
subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs A. Narayanan Mahinthan Chandramohan Lihui Chen Yang Liu S. Saminathan GNN 90 157 0 29 Jun 2016
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content Nemanja Djuric Hao Wu Vladan Radosavljevic Mihajlo Grbovic Narayan L. Bhamidipati 71 7 0 28 Jun 2016
Network-Efficient Distributed Word2vec Training System for Large Vocabularies E. Ordentlich Lee Yang Andrew Feng Peter Cnudde Mihajlo Grbovic Nemanja Djuric Vladan Radosavljevic Gavin Owens GNN VLM 128 31 0 27 Jun 2016
E-commerce in Your Inbox: Product Recommendations at Scale Mihajlo Grbovic Vladan Radosavljevic Nemanja Djuric Narayan L. Bhamidipati Jaikit Savla Varun Bhagwan Doug Sharp 95 309 0 23 Jun 2016