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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
Fast Haar Transforms for Graph Neural Networks Ming Li Zheng Ma Yu Guang Wang Xiaosheng Zhuang 96 77 0 10 Jul 2019
Label-Aware Graph Convolutional Networks Hao Chen Yue Xu Lu Wang Dijun Luo Wenbing Huang Senzhang Wang Peng He Zhoujun Li 65 8 0 10 Jul 2019
PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks Sean Bin Yang B. Yang 22 3 0 09 Jul 2019
Influence maximization in unknown social networks: Learning Policies for Effective Graph Sampling Harshavardhan Kamarthi Priyesh Vijayan Bryan Wilder Balaraman Ravindran Milind Tambe 49 38 0 08 Jul 2019
Graph Representation Learning via Hard and Channel-Wise Attention Networks Hongyang Gao Shuiwang Ji GNN 73 57 0 05 Jul 2019
Network Embedding: on Compression and Learning Esra Akbas M. E. Aktas GNN 52 9 0 05 Jul 2019
Dimensional Reweighting Graph Convolutional Networks Xu Zou Qiuye Jia Jianwei Zhang Chang Zhou Hongxia Yang Jie Tang GNN 68 8 0 04 Jul 2019
Graph Embeddings at Scale C. Bayan Bruss Anish Khazane Jonathan Rider R. Serpe Saurabh Nagrecha Keegan E. Hines GNN 67 4 0 03 Jul 2019
From Node Embedding To Community Embedding : A Hyperbolic Approach Thomas Gerald Hadi Zaatiti H. Hajri Nicolas Baskiotis Olivier Schwander 60 3 0 02 Jul 2019
Obj-GloVe: Scene-Based Contextual Object Embedding Canwen Xu Zhenzhong Chen Chenliang Li 51 4 0 02 Jul 2019
Unsupervised Adversarial Graph Alignment with Graph Embedding Chaoqi Chen Weiping Xie Tingyang Xu Yu Rong Wenbing Huang Xinghao Ding Yue Huang Junzhou Huang 47 15 0 01 Jul 2019
One Embedding To Do Them All Loveperteek Singh S. Singh Sagar Arora Sumit Borar 42 15 0 28 Jun 2019
Cascade-BGNN: Toward Efficient Self-supervised Representation Learning on Large-scale Bipartite Graphs Chaoyang He Tian Xie Yu Rong Wenbing Huang Junzhou Huang Xiang Ren Cyrus Shahabi 47 5 0 27 Jun 2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization J. Qiu Yuxiao Dong Hao Ma Jun Yu Li Chi Wang Kuansan Wang Jie Tang 63 173 0 26 Jun 2019
Signed Graph Attention Networks Junjie Huang Huawei Shen Liang Hou Xueqi Cheng GNN 95 123 0 26 Jun 2019
Dynamic Network Embeddings for Network Evolution Analysis Chuanchang Chen Y. Tao Hai Lin 81 8 0 24 Jun 2019
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data Zhen Wang Xiang Yue Soheil Moosavinasab Yungui Huang Simon M. Lin Huan Sun 69 15 0 21 Jun 2019
Simplex2Vec embeddings for community detection in simplicial complexes J. Billings Mirko Hu G. Lerda Alexey N. Medvedev Francesco Mottes Adrian I. Onicas Andrea Santoro G. Petri 58 31 0 21 Jun 2019
Popularity Prediction on Social Platforms with Coupled Graph Neural Networks Qi Cao Huawei Shen Jinhua Gao Bingzheng Wei Xueqi Cheng GNN 83 136 0 21 Jun 2019
Graph Star Net for Generalized Multi-Task Learning H. Lu Seth H. Huang Tian Ye Xiuyan Guo GNN 85 46 0 21 Jun 2019
ANAE: Learning Node Context Representation for Attributed Network Embedding Keting Cen Huawei Shen Jinhua Gao Qi Cao Bingbing Xu Xueqi Cheng GNN 84 1 0 20 Jun 2019
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial Shaosheng Cao Xinxing Yang Cen Chen Jun Zhou Xiaolong Li Yuan Qi 78 59 0 18 Jun 2019
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning Fan-Yun Sun Meng Qu Jordan Hoffmann Chin-Wei Huang Jian Tang BDL 130 92 0 18 Jun 2019
DISCO: Influence Maximization Meets Network Embedding and Deep Learning Hui Li Mengting Xu S. Bhowmick Changsheng Sun Zhongyuan Jiang Jiangtao Cui BDL 66 25 0 18 Jun 2019
Deep Active Learning for Anchor User Prediction Anfeng Cheng Chuan Zhou Hong Yang Hongzhi Zhang Lei Li Jianlong Tan Li Guo HAI 72 29 0 18 Jun 2019
Making Fast Graph-based Algorithms with Graph Metric Embeddings Andrey Kutuzov M. Dorgham Oleksiy Oliynyk Chris Biemann Sergey Petrakov 92 6 0 17 Jun 2019
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank Renchi Yang Jieming Shi Xiaokui Xiao Yifan Yang S. Bhowmick 138 65 0 17 Jun 2019
Attributed Graph Clustering: A Deep Attentional Embedding Approach Chun Wang Shirui Pan Ruiqi Hu Guodong Long Jing Jiang Chengqi Zhang GNN 71 525 0 15 Jun 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors Sotiris Kotitsas Dimitris Pappas Ion Androutsopoulos Ryan T. McDonald Marianna Apidianaki GNN 55 15 0 13 Jun 2019
Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach D. Tam Wing Cheong Lau Bin Hu Qiufang Ying D. Chiu Hong Liu GNN 83 21 0 13 Jun 2019
Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms Dixin Luo Hongteng Xu Lawrence Carin 27 5 0 13 Jun 2019
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations Xiang Yue Zhen Wang Jingong Huang Srinivasan Parthasarathy Soheil Moosavinasab Yungui Huang S. Lin Wen Zhang Ping Zhang Huan Sun GNN 100 333 0 12 Jun 2019
Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction Apoorva Dornadula Austin Narcomey Ranjay Krishna Michael S. Bernstein Li Fei-Fei OCL 58 3 0 12 Jun 2019
Position-aware Graph Neural Networks Jiaxuan You Rex Ying J. Leskovec 124 502 0 11 Jun 2019
Heterogeneous network approach to predict individuals' mental health Shikang Liu Fatemeh Vahedian David S. Hachen Omar Alcides Lizardo C. Poellabauer A. Striegel T. Milenković 60 14 0 11 Jun 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective Kaidi Xu Hongge Chen Sijia Liu Pin-Yu Chen Tsui-Wei Weng Mingyi Hong Xue Lin AAML 174 458 0 10 Jun 2019
Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling Hao Peng Jianxin Li Haozheng Yan Qiran Gong Senzhang Wang Lin Liu Lihong Wang Xiang Ren 77 33 0 09 Jun 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 77 142 0 09 Jun 2019
Learning Representations of Graph Data -- A Survey Mital Kinderkhedia GNN 89 12 0 07 Jun 2019
Towards conceptual generalization in the embedding space Luka Nenadović Vladimir Prelovac 44 0 0 05 Jun 2019
Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings P. Elinas Edwin V. Bonilla Louis C. Tiao BDL GNN 165 10 0 05 Jun 2019
Improving Textual Network Embedding with Global Attention via Optimal Transport Liqun Chen Guoyin Wang Chenyang Tao Dinghan Shen Pengyu Cheng Xinyuan Zhang Wenlin Wang Yizhe Zhang Lawrence Carin GNN OT 55 21 0 05 Jun 2019
Task-Guided Pair Embedding in Heterogeneous Network Chanyoung Park Donghyun Kim Qi Zhu Jiawei Han Hwanjo Yu 101 20 0 04 Jun 2019
Attributed Graph Clustering via Adaptive Graph Convolution Xiaotong Zhang Han Liu Qimai Li Xiao-Ming Wu GNN 100 299 0 04 Jun 2019
DANE: Domain Adaptive Network Embedding Yizhou Zhang Guojie Song Lun Du Shuwen Yang Yilun Jin OOD 90 79 0 03 Jun 2019
Sequential Scenario-Specific Meta Learner for Online Recommendation Zhengxiao Du Xiaowei Wang Hongxia Yang Jingren Zhou Jie Tang OffRL LRM CLL 98 119 0 02 Jun 2019
End to end learning and optimization on graphs Bryan Wilder Eric Ewing B. Dilkina Milind Tambe GNN 97 107 0 31 May 2019
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction Ziniu Hu Changjun Fan Ting-Li Chen Kai-Wei Chang Yizhou Sun 71 44 0 31 May 2019
Explainability Techniques for Graph Convolutional Networks Federico Baldassarre Hossein Azizpour GNN FAtt 190 275 0 31 May 2019
Spotting Collective Behaviour of Online Frauds in Customer Reviews Sarthika Dhawan Siva Charan Reddy Gangireddy Shivani Kumar Tanmoy Chakraborty 109 32 0 31 May 2019