DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
GeniePath: Graph Neural Networks with Adaptive Receptive Paths Ziqi Liu Chaochao Chen Longfei Li Jun Zhou Xiaolong Li Le Song Yuan Qi GNN 41 308 0 03 Feb 2018
Modeling polypharmacy side effects with graph convolutional networks Marinka Zitnik Monica Agrawal J. Leskovec GNN 26 1,062 0 02 Feb 2018
Complex Network Classification with Convolutional Neural Network Ruyue Xin Jiang Zhang Yi Shao GNN 38 111 0 02 Feb 2018
Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations F. Z. Smaili Xin Gao Robert Hoehndorf 24 114 0 31 Jan 2018
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling Jie Chen Tengfei Ma Cao Xiao GNN 62 1,506 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 14 26 0 29 Jan 2018
HONE: Higher-Order Network Embeddings Ryan A. Rossi Nesreen Ahmed Eunyee Koh Sungchul Kim Anup B. Rao Yasin Abbasi-Yadkori 29 22 0 28 Jan 2018
Learning Networks from Random Walk-Based Node Similarities J. Hoskins Cameron Musco Christopher Musco Charalampos E. Tsourakakis MLAU AAML 17 6 0 23 Jan 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 87 2,779 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 19 55 0 19 Jan 2018
Learning Feature Representations for Keyphrase Extraction C. Florescu Wei Jin SSL 11 14 0 05 Jan 2018
Learning and Transferring IDs Representation in E-commerce Kui Zhao Yuechuan Li Zhaoqian Shuai Cheng Yang 8 2 0 22 Dec 2017
Cognitive Database: A Step towards Endowing Relational Databases with Artificial Intelligence Capabilities R. Bordawekar Bortik Bandyopadhyay O. Shmueli 27 27 0 19 Dec 2017
RelNN: A Deep Neural Model for Relational Learning Seyed Mehran Kazemi David Poole NAI GNN 15 55 0 07 Dec 2017
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 38 618 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 21 327 0 03 Dec 2017
Representation Learning for Scale-free Networks Rui Feng Yang Yang Wenjie Hu Fei Wu Yueting Zhuang GNN 20 50 0 29 Nov 2017
Topological Recurrent Neural Network for Diffusion Prediction Jia Wang V. Zheng Zemin Liu Kevin Chen-Chuan Chang DiffM GNN 43 167 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 10 619 0 22 Nov 2017
Adversarial Network Embedding Quanyu Dai Qiang Li Jian Tang Dan Wang GNN GAN 43 221 0 21 Nov 2017
Motif-based Convolutional Neural Network on Graphs Aravind Sankar Xinyang Zhang Kevin Chen-Chuan Chang GNN 35 42 0 15 Nov 2017
Towards Plausible Graph Anonymization Yang Zhang Mathias Humbert Bartlomiej Surma Praveen Manoharan Jilles Vreeken Michael Backes 11 20 0 15 Nov 2017
A Deep Learning Approach for Expert Identification in Question Answering Communities Chen Zheng Shuangfei Zhai Zhongfei Zhang 19 16 0 14 Nov 2017
STWalk: Learning Trajectory Representations in Temporal Graphs Supriya Pandhre Himangi Mittal Manish Gupta V. Balasubramanian 17 20 0 11 Nov 2017
Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective Junliang Guo Linli Xu Xunpeng Huang Enhong Chen 11 1 0 11 Nov 2017
Mandolin: A Knowledge Discovery Framework for the Web of Data Tommaso Soru Diego Esteves Edgard Marx A. N. Ngomo 21 1 0 03 Nov 2017
Indirect Supervision for Relation Extraction using Question-Answer Pairs Zeqiu Wu Xiang Ren Frank F. Xu Ji Li Jiawei Han 32 8 0 30 Oct 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 146 19,765 0 30 Oct 2017
Fast Linear Model for Knowledge Graph Embeddings Armand Joulin Edouard Grave Piotr Bojanowski Maximilian Nickel Tomas Mikolov 24 40 0 30 Oct 2017
Stochastic Training of Graph Convolutional Networks with Variance Reduction Jianfei Chen Jun Zhu Le Song GNN BDL 17 30 0 29 Oct 2017
Learning Structural Node Embeddings Via Diffusion Wavelets Claire Donnat Marinka Zitnik David Hallac J. Leskovec GNN DiffM 30 386 0 27 Oct 2017
Watch Your Step: Learning Node Embeddings via Graph Attention Sami Abu-El-Haija Bryan Perozzi Rami Al-Rfou Alexander A. Alemi GNN 32 32 0 26 Oct 2017
Inductive Representation Learning in Large Attributed Graphs Nesreen Ahmed Ryan A. Rossi R. Zhou J. B. Lee Xiangnan Kong Theodore L. Willke Hoda Eldardiry 16 4 0 25 Oct 2017
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks Alessandro Bay B. Sengupta GNN 8 3 0 25 Oct 2017
Graph Embedding with Rich Information through Heterogeneous Network Guolei Sun Xiangliang Zhang 22 3 0 18 Oct 2017
Learning Social Image Embedding with Deep Multimodal Attention Networks Feiran Huang Xiaoming Zhang Zhoujun Li Tao Mei Yueying He Zhonghua Zhao 24 20 0 18 Oct 2017
LASAGNE: Locality And Structure Aware Graph Node Embedding Evgheniy Faerman Felix Borutta K. Fountoulakis Michael W. Mahoney GNN 24 18 0 17 Oct 2017
Community Aware Random Walk for Network Embedding M. Keikha M. Rahgozar M. Asadpour 16 74 0 14 Oct 2017
Learning Graph Representations with Embedding Propagation Alberto García-Durán Mathias Niepert GNN SSL 29 167 0 09 Oct 2017
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec J. Qiu Yuxiao Dong Hao Ma Jian Li Kuansan Wang Jie Tang 21 914 0 09 Oct 2017
RUM: network Representation learning throUgh Multi-level structural information preservation Yanlei Yu Zhiwu Lu Jiajun Liu Guoping Zhao Ji-Rong Wen Kai Zheng 9 2 0 08 Oct 2017
Supervised Q-walk for Learning Vector Representation of Nodes in Networks Naimish Agarwal G. C. Nandi OffRL SSL 19 1 0 03 Oct 2017
Premise Selection for Theorem Proving by Deep Graph Embedding Mingzhe Wang Yihe Tang Jian Wang Jia Deng 32 132 0 28 Sep 2017
X-View: Graph-Based Semantic Multi-View Localization Abel Gawel Carlo Del Don Roland Siegwart Juan I. Nieto Cesar Cadena 43 155 0 28 Sep 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 53 1,782 0 22 Sep 2017
An Attention-based Collaboration Framework for Multi-View Network Representation Learning Meng Qu Jian Tang Jingbo Shang Xiang Ren Ming Zhang Jiawei Han GNN 24 167 0 19 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 58 1,967 0 17 Sep 2017
A Framework for Generalizing Graph-based Representation Learning Methods Nesreen Ahmed Ryan A. Rossi R. Zhou J. B. Lee Xiangnan Kong Theodore L. Willke Hoda Eldardiry 14 20 0 14 Sep 2017
Network Vector: Distributed Representations of Networks with Global Context Hao Wu Kristina Lerman 11 3 0 07 Sep 2017
Semantic Preserving Embeddings for Generalized Graphs Pedro Almagro Blanco Fernando Sancho-Caparrini 11 0 0 07 Sep 2017