DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding Vachik S. Dave Baichuan Zhang Pin-Yu Chen M. Hasan BDL 29 29 0 23 Apr 2018
Bilingual Embeddings with Random Walks over Multilingual Wordnets J. Goikoetxea Aitor Soroa Etxabe Eneko Agirre 22 19 0 23 Apr 2018
HeteroMed: Heterogeneous Information Network for Medical Diagnosis Anahita Hosseini Ting-Li Chen Wenjun Wu Yizhou Sun Majid Sarrafzadeh 19 50 0 22 Apr 2018
Expert Finding in Community Question Answering: A Review Sha Yuan Yu Zhang Jie Tang J. Cabota 29 96 0 21 Apr 2018
Scalable attribute-aware network embedding with locality Weiyi Liu Zhining Liu Toyotaro Suzumura Guangmin Hu GNN 9 0 0 17 Apr 2018
Feature Propagation on Graph: A New Perspective to Graph Representation Learning B. Xiang Ziqi Liu Jun Zhou Xiaolong Li 3DV GNN 40 7 0 17 Apr 2018
Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes T. K. Saha Thomas Williams M. Hasan Shafiq Joty Nicholas K. Varberg 23 9 0 16 Apr 2018
Walk-Steered Convolution for Graph Classification Jiatao Jiang Chunyan Xu Zhen Cui Tong Zhang Chengzhen Li Jian Yang GNN 25 12 0 16 Apr 2018
ClassiNet -- Predicting Missing Features for Short-Text Classification Danushka Bollegala Vincent Atanasov Takanori Maehara Ken-ichi Kawarabayashi GNN 17 15 0 14 Apr 2018
Not all Embeddings are created Equal: Extracting Entity-specific Substructures for RDF Graph Embedding Muhammad Rizwan Saeed C. Chelmis Viktor Prasanna 9 8 0 14 Apr 2018
Distributed Collaborative Hashing and Its Applications in Ant Financial Chaochao Chen Ziqi Liu P. Zhao Longfei Li Jun Zhou Xiaolong Li FedML 6 7 0 13 Apr 2018
Predicting Twitter User Socioeconomic Attributes with Network and Language Information Nikolaos Aletras B. Chamberlain 19 53 0 11 Apr 2018
Adaptive Diffusions for Scalable Learning over Graphs Dimitris Berberidis A. Nikolakopoulos G. Giannakis GNN 27 36 0 05 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 223 815 0 04 Apr 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings O. Ganea Gary Bécigneul Thomas Hofmann 30 264 0 03 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 25 172 0 03 Apr 2018
mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations C. Sanhueza Francia Jiménez Regina Berretta P. Moscato 13 0 0 02 Apr 2018
Attentional Multilabel Learning over Graphs: A Message Passing Approach Kien Do T. Tran Thin Nguyen Svetha Venkatesh 29 17 0 01 Apr 2018
Modeling Customer Engagement from Partial Observations Jelena Stojanovic Djordje Gligorijevic Z. Obradovic 12 6 0 28 Mar 2018
Graphite: Iterative Generative Modeling of Graphs Aditya Grover Aaron Zweig Stefano Ermon BDL 33 296 0 28 Mar 2018
Bernoulli Embeddings for Graphs Vinith Misra S. Bhatia 30 16 0 25 Mar 2018
AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding Lei Sang Min Xu Shengsheng Qian Xindong Wu GAN GNN 16 11 0 24 Mar 2018
SEGEN: Sample-Ensemble Genetic Evolutional Network Model Jiawei Zhang Limeng Cui Fisher B. Gouza VLM 11 7 0 23 Mar 2018
Graph Partition Neural Networks for Semi-Supervised Classification Renjie Liao Marc Brockschmidt Daniel Tarlow Alexander L. Gaunt R. Urtasun R. Zemel GNN 22 76 0 16 Mar 2018
Self-Similar Epochs: Value in Arrangement Eliav Buchnik E. Cohen Avinatan Hassidim Yossi Matias 6 0 0 14 Mar 2018
VERSE: Versatile Graph Embeddings from Similarity Measures Anton Tsitsulin Davide Mottin Panagiotis Karras Emmanuel Müller 32 267 0 13 Mar 2018
Representation Learning over Dynamic Graphs Rakshit S. Trivedi Mehrdad Farajtabar P. Biswal H. Zha AI4TS AI4CE 14 51 0 11 Mar 2018
Attention-based Graph Neural Network for Semi-supervised Learning K. K. Thekumparampil Chong-Jun Wang Sewoong Oh Li Li GNN 29 332 0 10 Mar 2018
Community Interaction and Conflict on the Web Srijan Kumar William L. Hamilton J. Leskovec Dan Jurafsky 27 338 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 36 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 19 493 0 06 Mar 2018
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 39 83 0 05 Mar 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 29 361 0 02 Mar 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 40 142 0 28 Feb 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 19 1,902 0 27 Feb 2018
MILE: A Multi-Level Framework for Scalable Graph Embedding Jiongqian Liang Saket Gurukar Srinivas Parthasarathy GNN 28 77 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 36 258 0 24 Feb 2018
Learning to Make Predictions on Graphs with Autoencoders Phi Vu Tran GNN SSL AI4CE 24 57 0 23 Feb 2018
Learning Topic Models by Neighborhood Aggregation Ryohei Hisano 26 3 0 22 Feb 2018
Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms Kento Nozawa Masanari Kimura Atsunori Kanemura GNN 13 2 0 18 Feb 2018
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation? Abhik Jana Pawan Goyal NAI 19 9 0 17 Feb 2018
Semi-Supervised Learning on Graphs Based on Local Label Distributions Evgheniy Faerman Felix Borutta Julian Busch Matthias Schubert 41 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 30 212 0 14 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 36 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 19 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 22 442 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 31 4 0 10 Feb 2018
Classification of Things in DBpedia using Deep Neural Networks Rahul Parundekar 27 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 28 96 0 07 Feb 2018
Critical Percolation as a Framework to Analyze the Training of Deep Networks Zohar Ringel Rodrigo Andrade de Bem 30 2 0 06 Feb 2018