DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact Fan Zhou Xovee Xu Ce Li Goce Trajcevski Ting Zhong Kunpeng Zhang 15 16 0 26 Mar 2020
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay Fan Zhou Chengtai Cao CLL 32 10 0 22 Mar 2020
K-Core based Temporal Graph Convolutional Network for Dynamic Graphs Jingxin Liu Chang Xu Chang Yin Weiqiang Wu You Song GNN 65 47 0 22 Mar 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection Xiaoya Li Yuxian Meng Mingxin Zhou Qinghong Han Fei Wu Jiwei Li 35 20 0 22 Mar 2020
An Uncoupled Training Architecture for Large Graph Learning Dalong Yang Chuan Chen Youhao Zheng Zibin Zheng Shih-wei Liao GNN 20 1 0 21 Mar 2020
Bipartite Link Prediction based on Topological Features via 2-hop Path Jungwoon Shin 23 0 0 19 Mar 2020
Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization Fei Ding Xiaohong Zhang Justin Sybrandt Ilya Safro SSL 21 6 0 18 Mar 2020
Spectral Graph Attention Network with Fast Eigen-approximation Heng Chang Yu Rong Tingyang Xu Wenbing Huang Somayeh Sojoudi Junzhou Huang Wenwu Zhu GNN 61 33 0 16 Mar 2020
Inducing Optimal Attribute Representations for Conditional GANs Binod Bhattarai Tae-Kyun Kim GAN 60 19 0 13 Mar 2020
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs Benedek Rozemberczki Oliver Kiss Rik Sarkar GNN 14 28 0 10 Mar 2020
A Survey of Adversarial Learning on Graphs Liang Chen Jintang Li Jiaying Peng Tao Xie Zengxu Cao Kun Xu Xiangnan He Zibin Zheng Bingzhe Wu AAML 24 84 0 10 Mar 2020
RNE: A Scalable Network Embedding for Billion-scale Recommendation J. Lin Daixin Wang Lu Guan Yin Zhao Binqiang Zhao Jun Zhou Xiaolong Li Yuan Qi GNN 28 2 0 10 Mar 2020
Unsupervised Graph Embedding via Adaptive Graph Learning Rui Zhang Yunxing Zhang Xuelong Li 19 0 0 10 Mar 2020
TEDL: A Text Encryption Method Based on Deep Learning Xiang Li Peng Wang FedML 19 3 0 09 Mar 2020
Cross-GCN: Enhancing Graph Convolutional Network with $k$ -Order Feature Interactions Fuli Feng Xiangnan He Hanwang Zhang Tat-Seng Chua 56 11 0 05 Mar 2020
InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance Cen Chen Chen Liang J. Lin Li Wang Ziqi Liu Xinxing Yang Xiukun Wang Jun Zhou Shuang Yang Yuan Qi 47 11 0 05 Mar 2020
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 35 12 0 04 Mar 2020
EPINE: Enhanced Proximity Information Network Embedding Luoyi Zhang Ming Xu GNN 9 2 0 04 Mar 2020
Learning to Hash with Graph Neural Networks for Recommender Systems Qiaoyu Tan Ninghao Liu Xing Zhao Hongxia Yang Jingren Zhou Xia Hu 43 94 0 04 Mar 2020
Self-Supervised Graph Representation Learning via Global Context Prediction Zhen Peng Yixiang Dong Minnan Luo Xiao-Ming Wu Q. Zheng SSL 35 64 0 03 Mar 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees Sen Na Yuwei Luo Zhuoran Yang Zhaoran Wang Mladen Kolar 27 7 0 02 Mar 2020
Adversarial Attacks and Defenses on Graphs: A Review, A Tool and Empirical Studies Wei Jin Yaxin Li Han Xu Yiqi Wang Shuiwang Ji Charu C. Aggarwal Jiliang Tang AAML GNN 34 103 0 02 Mar 2020
Permutohedral-GCN: Graph Convolutional Networks with Global Attention Hesham Mostafa Marcel Nassar 26 7 0 02 Mar 2020
Ego-based Entropy Measures for Structural Representations George Dasoulas Giannis Nikolentzos Kevin Scaman Aladin Virmaux Michalis Vazirgiannis 22 4 0 01 Mar 2020
Entity Profiling in Knowledge Graphs Xiang Zhang Qingqing Yang Jinru Ding Ziyue Wang 11 8 0 29 Feb 2020
A Semi-supervised Graph Attentive Network for Financial Fraud Detection Daixin Wang J. Lin Peng Cui Quanhui Jia Zhen Wang Yanming Fang Quan Yu Jun Zhou Shuang Yang Yuan Qi GNN 22 349 0 28 Feb 2020
The Spectral Underpinning of word2vec Ariel Jaffe Y. Kluger Ofir Lindenbaum J. Patsenker Erez Peterfreund Stefan Steinerberger 8 7 0 27 Feb 2020
Advances in Collaborative Filtering and Ranking Liwei Wu 22 7 0 27 Feb 2020
Heterogeneous Graph Neural Networks for Malicious Account Detection Ziqi Liu Chaochao Chen Xinxing Yang Jun Zhou Xiaolong Li Le Song 30 353 0 27 Feb 2020
DSSLP: A Distributed Framework for Semi-supervised Link Prediction Dalong Zhang Xianzheng Song Ziqi Liu Qing Cui Xin Huang Lin Wang Jun Zhou 9 4 0 27 Feb 2020
Semi-supervised Anomaly Detection on Attributed Graphs Atsutoshi Kumagai Tomoharu Iwata Yasuhiro Fujiwara 31 37 0 27 Feb 2020
Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu Aggarwal Chang-Tien Lu 36 45 0 27 Feb 2020
Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes Jilin Hu Jianbing Shen B. Yang Ling Shao BDL GNN 51 17 0 26 Feb 2020
Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress? Alexandru Mara Jefrey Lijffijt T. D. Bie 48 22 0 25 Feb 2020
Dual Graph Representation Learning Huiling Zhu Xin Luo Hankui Zhuo GNN 14 0 0 25 Feb 2020
A Node Embedding Framework for Integration of Similarity-based Drug Combination Prediction Liang Yu Mingfei Xia Lin Gao 6 1 0 25 Feb 2020
Using Distributional Thesaurus Embedding for Co-hyponymy Detection Abhik Jana Nikhil Reddy Varimalla Pawan Goyal 11 3 0 24 Feb 2020
Tree++: Truncated Tree Based Graph Kernels Wei Ye Zhen Wang Rachel Redberg Ambuj K. Singh 6 17 0 23 Feb 2020
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks Xuhong Wang Baihong Jin Ying Du Ping Cui Yupu Yang GNN 25 9 0 22 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 46 90 0 21 Feb 2020
Adaptive Graph Auto-Encoder for General Data Clustering Xuelong Li Hongyuan Zhang Rui Zhang GNN AI4CE 19 80 0 20 Feb 2020
Embedding Graph Auto-Encoder for Graph Clustering Hongyuan Zhang Rui Zhang Xuelong Li GNN 19 12 0 20 Feb 2020
Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks Tsubasa Takahashi GNN AAML 51 37 0 19 Feb 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 57 615 0 19 Feb 2020
Higher-Order Label Homogeneity and Spreading in Graphs D. Eswaran Srijan Kumar Christos Faloutsos 51 20 0 18 Feb 2020
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs Han Yang Xiao Yan XINYAN DAI Yongqiang Chen James Cheng 41 36 0 18 Feb 2020
Adversarial Deep Network Embedding for Cross-network Node Classification X. Shen Quanyu Dai K. F. Chung Wei Lu K. Choi 22 82 0 18 Feb 2020
Investigating Extensions to Random Walk Based Graph Embedding Jorg Schlotterer Martin Wehking Fatemeh Salehi Rizi Michael Granitzer 30 13 0 17 Feb 2020
Global and Local Feature Learning for Ego-Network Analysis Fatemeh Salehi Rizi Michael Granitzer Konstantin Ziegler 15 4 0 16 Feb 2020
Block-Approximated Exponential Random Graphs Florian Adriaens Alexandru Mara Jefrey Lijffijt T. D. Bie 16 3 0 14 Feb 2020