DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

41 / 2,441 papers shown

Title
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 263 1,812 0 25 Nov 2016
Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning Zheqian Chen Chi Zhang Zhou Zhao Deng Cai 24 3 0 24 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 264 3,246 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 44 665 0 21 Nov 2016
Correlation Clustering with Low-Rank Matrices Nate Veldt Anthony Wirth D. Gleich 8 13 0 21 Nov 2016
Learning From Graph Neighborhoods Using LSTMs Rakshit Agrawal Luca de Alfaro Vassilis Polychronopoulos GNN 18 7 0 21 Nov 2016
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 54 3,524 0 21 Nov 2016
DeepCas: an End-to-end Predictor of Information Cascades Cheng Li Jiaqi Ma Xiaoxiao Guo Qiaozhu Mei GNN 27 325 0 16 Nov 2016
Node Embedding via Word Embedding for Network Community Discovery Weicong Ding Christy Lin Prakash Ishwar 23 17 0 09 Nov 2016
From Node Embedding To Community Embedding V. Zheng Sandro Cavallari Hongyun Cai Kevin Chen-Chuan Chang Min Zhang GNN 28 33 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 22 143 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 24 298 0 27 Oct 2016
Dis-S2V: Discourse Informed Sen2Vec T. K. Saha Chenyu You Naeemul Hassan M. Hasan DRL 26 4 0 25 Oct 2016
DeepGraph: Graph Structure Predicts Network Growth Cheng Li Xiaoxiao Guo Qiaozhu Mei GNN 15 17 0 20 Oct 2016
Semi-supervised Graph Embedding Approach to Dynamic Link Prediction Ryohei Hisano 37 52 0 14 Oct 2016
A General Framework for Content-enhanced Network Representation Learning Xiaofei Sun Jiang Guo Xiao Ding Ting Liu GNN 3DV 20 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 18 8 0 29 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 33 28,649 0 09 Sep 2016
PRIIME: A Generic Framework for Interactive Personalized Interesting Pattern Discovery Mansurul Bhuiyan M. Hasan 16 4 0 19 Jul 2016
Combining Random Walks and Nonparametric Bayesian Topic Model for Community Detection Ruimin Zhu Wenxin Jiang BDL 21 1 0 19 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 34 10,757 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 17 156 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 21 76 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 37 29 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 20 307 0 23 Jun 2016
Complex systems: features, similarity and connectivity C. H. Comin Thomas K. D. M. Peron F. N. Silva D. R. Amancio F. Rodrigues L. D. F. Costa AI4CE 12 52 0 17 Jun 2016
Semi-Supervised Learning on Graphs through Reach and Distance Diffusion E. Cohen 21 5 0 30 Mar 2016
Revisiting Semi-Supervised Learning with Graph Embeddings Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN SSL 77 2,071 0 29 Mar 2016
Enabling Cognitive Intelligence Queries in Relational Databases using Low-dimensional Word Embeddings R. Bordawekar O. Shmueli 13 18 0 23 Mar 2016
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Xiang Ren Wenqi He Meng Qu Clare R. Voss Heng Ji Jiawei Han NoLa 18 144 0 17 Feb 2016
Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs Shuangfei Zhai Zhongfei Zhang 14 37 0 14 Dec 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 107 3,262 0 17 Nov 2015
Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks Jiwei Li Alan Ritter Dan Jurafsky 16 35 0 18 Oct 2015
Word, graph and manifold embedding from Markov processes Tatsunori B. Hashimoto David Alvarez-Melis Tommi Jaakkola 12 10 0 18 Sep 2015
Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs Zhilin Yang Jie Tang William W. Cohen BDL 11 35 0 04 Aug 2015
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks Jian Tang Meng Qu Qiaozhu Mei AI4TS SSL 16 789 0 02 Aug 2015
Traversing Knowledge Graphs in Vector Space Kelvin Guu John Miller Percy Liang KELM 21 355 0 03 Jun 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 31 5,304 0 12 Mar 2015
Comprehend DeepWalk as Matrix Factorization Cheng Yang Zhiyuan Liu 19 32 0 02 Jan 2015
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 63 470 0 12 Nov 2014
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations Ryan Kiros R. Zemel Ruslan Salakhutdinov 32 64 0 10 Jun 2014