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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
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation Zhuoren Jiang Zhe Gao Guoxiu He Yangyang Kang Changlong Sun Qiong Zhang Luo Si Xiaozhong Liu 64 20 0 30 Aug 2019
Adversarial Training Methods for Network Embedding Quanyu Dai X. Shen Liang Zhang Qiang Li Dan Wang GAN 87 105 0 30 Aug 2019
Fast and Accurate Network Embeddings via Very Sparse Random Projection Haochen Chen Syed Fahad Sultan Yingtao Tian Muhao Chen Steven Skiena 67 92 0 30 Aug 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings Zenan Xu Qinliang Su Xiaojun Quan Weijia Zhang 67 6 0 29 Aug 2019
Neural Networks for Relational Data Navdeep Kaur Gautam Kunapuli Saket Joshi Kristian Kersting Sriraam Natarajan GNN NAI 61 7 0 28 Aug 2019
Initialization for Network Embedding: A Graph Partition Approach Wenqing Lin Feng He Faqiang Zhang Xu Cheng Hongyun Cai GNN 74 22 0 28 Aug 2019
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks Yuting Ye Xuwu Wang Jiangchao Yao Kunyang Jia Jingren Zhou Yanghua Xiao Hongxia Yang BDL 85 27 0 28 Aug 2019
Variational Graph Recurrent Neural Networks Ehsan Hajiramezanali Arman Hasanzadeh N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 86 188 0 26 Aug 2019
Hyper-Path-Based Representation Learning for Hyper-Networks Jie Huang Xin Liu Yangqiu Song GNN 92 27 0 24 Aug 2019
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications Ryan A. Rossi Di Jin Sungchul Kim Nesreen Ahmed Danai Koutra J. B. Lee 75 38 0 22 Aug 2019
Spam Review Detection with Graph Convolutional Networks Ao Li Zhou Qin Runshi Liu Yiqun Yang Dong Li GNN 83 249 0 22 Aug 2019
motif2vec: Motif Aware Node Representation Learning for Heterogeneous Networks Manoj Reddy Dareddy Mahashweta Das Hao Yang 84 26 0 22 Aug 2019
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs Yayong Li Jie Yin Ling-Hao Chen 67 30 0 22 Aug 2019
AHINE: Adaptive Heterogeneous Information Network Embedding Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye GNN 40 2 0 20 Aug 2019
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding Yiwei Sun Suhang Wang Tsung-Yu Hsieh Xianfeng Tang Vasant Honavar GAN 63 45 0 20 Aug 2019
Feature Interaction-aware Graph Neural Networks Kaize Ding Yichuan Li Jundong Li Chenghao Liu Huan Liu GNN 65 10 0 19 Aug 2019
Semi-Implicit Graph Variational Auto-Encoders Arman Hasanzadeh Ehsan Hajiramezanali N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 96 132 0 19 Aug 2019
Benchmarks for Graph Embedding Evaluation Palash Goyal Di Huang Ankita Goswami Sujit Rokka Chhetri A. Canedo Emilio Ferrara 54 15 0 19 Aug 2019
Neural Dynamics on Complex Networks Chengxi Zang Fei Wang AI4CE 123 71 0 18 Aug 2019
Domain-adversarial Network Alignment Huiting Hong Xin Li Yuangang Pan Ivor Tsang 41 34 0 15 Aug 2019
HONEM: Learning Embedding for Higher Order Networks Mandana Saebi Giovanni Luca Ciampaglia Lance M. Kaplan Nitesh Chawla 28 4 0 15 Aug 2019
Semi-supervised Learning with Adaptive Neighborhood Graph Propagation Network Bo Jiang Leiling Wang Jin Tang Bin Luo GNN 50 0 0 14 Aug 2019
Memory-Based Neighbourhood Embedding for Visual Recognition Suichan Li Dapeng Chen B. Liu Nenghai Yu Rui Zhao 140 39 0 14 Aug 2019
Scalable Explanation of Inferences on Large Graphs Chao Chen Yuhang Liu Xi Zhang Sihong Xie 70 6 0 13 Aug 2019
Deep Hashing for Signed Social Network Embedding Jia-Nan Guo Xian-Ling Mao Xiao-Jian Jiang Yingxiang Sun Wei Wei Heyan Huang FedML 44 1 0 12 Aug 2019
RWR-GAE: Random Walk Regularization for Graph Auto Encoders Vaibhav Po-Yao (Bernie) Huang R. Frederking 49 27 0 12 Aug 2019
Graph Node Embeddings using Domain-Aware Biased Random Walks Sourav Mukherjee Tim Oates Ryan Wright 24 1 0 08 Aug 2019
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning Jiwoong Park Minsik Lee H. Chang Kyuewang Lee J. Choi SSL 134 239 0 07 Aug 2019
Continuous Graph Flow Zhiwei Deng Megha Nawhal Lili Meng Greg Mori 66 3 0 07 Aug 2019
A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models Heng Chang Yu Rong Tingyang Xu Wenbing Huang Honglei Zhang Peng Cui Wenwu Zhu Junzhou Huang AAML 112 157 0 04 Aug 2019
Hybrid Low-order and Higher-order Graph Convolutional Networks Fangyu Lei Xun Liu Qingyun Dai B. Ling Huimin Zhao Yan Liu GNN 44 16 0 02 Aug 2019
Cross-domain Network Representations Shan Xue Jie Lu Guangquan Zhang 92 16 0 01 Aug 2019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 212 872 0 31 Jul 2019
Soccer Team Vectors Robert Muller Stefan Langer Fabian Ritz Christoph Roch Steffen Illium Claudia Linnhoff-Popien 22 0 0 30 Jul 2019
DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding Chengbin Hou Han Zhang Ke Tang Shan He 78 7 0 27 Jul 2019
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification Yu Rong Wenbing Huang Tingyang Xu Junzhou Huang 136 1,358 0 25 Jul 2019
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation KyungHyun Kim Donghyun Kwak Hanock Kwak Young-Jin Park Sangkwon Sim Jae-Han Cho Minkyu Kim Jihun Kwon Nako Sung Jung-Woo Ha 78 19 0 24 Jul 2019
Trees and Islands -- Machine learning approach to nuclear physics Nishchal R. Dwivedi 22 3 0 23 Jul 2019
Node Attribute Generation on Graphs Xu Chen Siheng Chen Huangjie Zheng Jiangchao Yao Kenan Cui Ya Zhang Ivor W. Tsang 47 2 0 23 Jul 2019
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels Lukas Galke Florian Mai Iacopo Vagliano A. Scherp 39 25 0 22 Jul 2019
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling Pedro Almagro Blanco Fernando Sancho-Caparrini 30 1 0 20 Jul 2019
Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics Khushbu Agarwal T. Eftimov Raghavendra Addanki Sutanay Choudhury S. Tamang R. Rallo 99 23 0 19 Jul 2019
ELG: An Event Logic Graph Xiao Ding Zhongyang Li Ting Liu Kuo Liao 70 40 0 18 Jul 2019
DeepDrawing: A Deep Learning Approach to Graph Drawing Yong Wang Zhihua Jin Qianwen Wang Weiwei Cui Tengfei Ma Huamin Qu 105 56 0 17 Jul 2019
Embedding-based Silhouette Community Detection Blaž Škrlj Jan Kralj Nada Lavrac 79 22 0 17 Jul 2019
DeepTrax: Embedding Graphs of Financial Transactions C. Bayan Bruss Anish Khazane Jonathan Rider R. Serpe Antonia Gogoglou Keegan E. Hines AIFin GNN 89 46 0 16 Jul 2019
k-hop Graph Neural Networks Giannis Nikolentzos George Dasoulas Michalis Vazirgiannis 80 106 0 13 Jul 2019
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification Kaisheng Gao Jing Zhang Cangqi Zhou 54 8 0 12 Jul 2019
Mercem: Method Name Recommendation Based on Call Graph Embedding Hiroshi Yonai Yasuhiro Hayase H. Kitagawa 67 15 0 12 Jul 2019
Towards Probabilistic Generative Models Harnessing Graph Neural Networks for Disease-Gene Prediction Vikash Singh Pietro Lio AI4CE 60 11 0 12 Jul 2019