DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Multi-scale Attributed Node Embedding Benedek Rozemberczki Carl Allen Rik Sarkar GNN 148 840 0 28 Sep 2019
Overlapping Community Detection with Graph Neural Networks Oleksandr Shchur Stephan Günnemann GNN 27 129 0 26 Sep 2019
Dimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs Qimai Li Xiaotong Zhang Han Liu Quanyu Dai Xiao-Ming Wu GNN SSL 24 14 0 26 Sep 2019
MONET: Debiasing Graph Embeddings via the Metadata-Orthogonal Training Unit John Palowitch Bryan Perozzi 24 19 0 25 Sep 2019
GraphMix: Improved Training of GNNs for Semi-Supervised Learning Vikas Verma Meng Qu Kenji Kawaguchi Alex Lamb Yoshua Bengio Arno Solin Jian Tang 33 62 0 25 Sep 2019
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions Shupeng Gui Xiangliang Zhang Pan Zhong Shuang Qiu Mingrui Wu Jieping Ye Zhengdao Wang Ji Liu 27 15 0 25 Sep 2019
Semi-supervised classification on graphs using explicit diffusion dynamics Robert L. Peach Alexis Arnaudon Mauricio Barahona GNN DiffM 16 15 0 24 Sep 2019
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review Han Xu Yao Ma Haochen Liu Debayan Deb Hui Liu Jiliang Tang Anil K. Jain AAML 39 670 0 17 Sep 2019
Stacking Models for Nearly Optimal Link Prediction in Complex Networks Amir Ghasemian Homa Hosseinmardi Aram Galstyan E. Airoldi A. Clauset 28 128 0 17 Sep 2019
DyANE: Dynamics-aware node embedding for temporal networks Koya Sato Mizuki Oka Alain Barrat C. Cattuto AI4TS AI4CE 10 15 0 12 Sep 2019
GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation Jiawei Zhang Lin Meng 21 52 0 12 Sep 2019
Temporal Network Embedding with Micro- and Macro-dynamics Yuanfu Lu Tianlin Li C. Shi Philip S. Yu Yanfang Ye AI4TS AI4CE 29 117 0 10 Sep 2019
Hypergraph Partitioning With Embeddings Justin Sybrandt Ruslan Shaydulin Ilya Safro 25 10 0 09 Sep 2019
Kernel Node Embeddings Abdulkadir Çelikkanat Fragkiskos D. Malliaros 9 2 0 08 Sep 2019
Distributed Training of Embeddings using Graph Analytics G. Gill Roshan Dathathri Saeed Maleki Madan Musuvathi Todd Mytkowicz Olli Saarikivi The University of Texas at Austin GNN 13 1 0 08 Sep 2019
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding Yu He Yangqiu Song Jianxin Li Cheng Ji Jian Peng Hao Peng 19 111 0 07 Sep 2019
Auto-GNN: Neural Architecture Search of Graph Neural Networks Kaixiong Zhou Qingquan Song Xiao Huang Xia Hu GNN 61 178 0 07 Sep 2019
Parallel Computation of Graph Embeddings Chi Thang Duong Hongzhi Yin Thanh Dat Hoang Truong Giang Le Ba Matthias Weidlich Quoc Viet Hung Nguyen Karl Aberer GNN 17 2 0 06 Sep 2019
Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Quanyu Dai Xiao-Ming Wu Jiaren Xiao Xiao Shen Dan Wang OOD 34 86 0 04 Sep 2019
GmCN: Graph Mask Convolutional Network A. Jung Beibei Wang Jin Tang Bin Luo 20 1 0 04 Sep 2019
Adversarial Robustness of Similarity-Based Link Prediction Kai Zhou Tomasz P. Michalak Yevgeniy Vorobeychik AAML 15 33 0 03 Sep 2019
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jiaqi Zhao Haotong Zhang Alex Smola Jinyang Li Zheng Zhang AI4CE GNN 206 747 0 03 Sep 2019
Graph Representation Learning: A Survey Fenxiao Chen Yun Cheng Wang Bin Wang C.-C. Jay Kuo GNN AI4TS 30 203 0 03 Sep 2019
Relationship-Aware Spatial Perception Fusion for Realistic Scene Layout Generation Hongdong Zheng Yalong Bai Wei Zhang Tao Mei 17 1 0 02 Sep 2019
Single Training Dimension Selection for Word Embedding with PCA Yu Wang 14 14 0 30 Aug 2019
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning Zhuoren Jiang Jian Wang Lujun Zhao Changlong Sun Yao Lu Xiaozhong Liu 11 6 0 30 Aug 2019
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 20 20 0 30 Aug 2019
Adversarial Training Methods for Network Embedding Quanyu Dai X. Shen Liang Zhang Qiang Li Dan Wang GAN 29 103 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 27 87 0 30 Aug 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings Zenan Xu Qinliang Su Xiaojun Quan Weijia Zhang 24 6 0 29 Aug 2019
Neural Networks for Relational Data Navdeep Kaur Gautam Kunapuli Saket Joshi Kristian Kersting Sriraam Natarajan GNN NAI 16 7 0 28 Aug 2019
Initialization for Network Embedding: A Graph Partition Approach Wenqing Lin Feng He Faqiang Zhang Xu Cheng Hongyun Cai GNN 23 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 23 26 0 28 Aug 2019
Variational Graph Recurrent Neural Networks Ehsan Hajiramezanali Arman Hasanzadeh N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 20 184 0 26 Aug 2019
Hyper-Path-Based Representation Learning for Hyper-Networks Jie Huang Xin Liu Yangqiu Song GNN 29 25 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 30 38 0 22 Aug 2019
Spam Review Detection with Graph Convolutional Networks Ao Li Zhou Qin Runshi Liu Yiqun Yang Dong Li GNN 16 244 0 22 Aug 2019
motif2vec: Motif Aware Node Representation Learning for Heterogeneous Networks Manoj Reddy Dareddy Mahashweta Das Hao Yang 18 25 0 22 Aug 2019
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs Yayong Li Jie Yin Ling-Hao Chen 27 29 0 22 Aug 2019
AHINE: Adaptive Heterogeneous Information Network Embedding Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye GNN 16 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 22 44 0 20 Aug 2019
Feature Interaction-aware Graph Neural Networks Kaize Ding Yichuan Li Jundong Li Chenghao Liu Huan Liu GNN 14 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 16 129 0 19 Aug 2019
Benchmarks for Graph Embedding Evaluation Palash Goyal Di Huang Ankita Goswami Sujit Rokka Chhetri A. Canedo Emilio Ferrara 27 15 0 19 Aug 2019
Neural Dynamics on Complex Networks Chengxi Zang Fei Wang AI4CE 35 68 0 18 Aug 2019
Domain-adversarial Network Alignment Huiting Hong Xin Li Yuangang Pan Ivor Tsang 24 33 0 15 Aug 2019
HONEM: Learning Embedding for Higher Order Networks Mandana Saebi Giovanni Luca Ciampaglia Lance M. Kaplan Nitesh Chawla 22 4 0 15 Aug 2019
Semi-supervised Learning with Adaptive Neighborhood Graph Propagation Network Bo Jiang Leiling Wang Jin Tang Bin Luo GNN 26 0 0 14 Aug 2019
Memory-Based Neighbourhood Embedding for Visual Recognition Suichan Li Dapeng Chen B. Liu Nenghai Yu Rui Zhao 33 39 0 14 Aug 2019
Scalable Explanation of Inferences on Large Graphs Chao Chen Yuhang Liu Xi Zhang Sihong Xie 19 6 0 13 Aug 2019