DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Learning Graph Embedding with Adversarial Training Methods Shirui Pan Ruiqi Hu S. Fung Guodong Long Jing Jiang Chengqi Zhang GNN GAN 27 282 0 04 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 172 8,393 0 03 Jan 2019
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph Zhuoren Jiang Yue Yin Liangcai Gao Yao Lu Xiaozhong Liu 16 50 0 31 Dec 2018
A Variational Topological Neural Model for Cascade-based Diffusion in Networks Sylvain Lamprier DiffM 9 1 0 28 Dec 2018
Adversarial Attack and Defense on Graph Data: A Survey Lichao Sun Yingtong Dou Carl Yang Ji Wang Yixin Liu Philip S. Yu Lifang He Yangqiu Song GNN AAML 23 275 0 26 Dec 2018
Dynamic Graph Representation Learning via Self-Attention Networks Aravind Sankar Yanhong Wu Liang Gou Wei Zhang Hao Yang GNN 24 119 0 22 Dec 2018
COSINE: Compressive Network Embedding on Large-scale Information Networks Zhengyan Zhang Cheng-Fu Yang Zhiyuan Liu Maosong Sun Zhichong Fang Bo Zhang Leyu Lin GNN 16 7 0 21 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng-Fu Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 43 5,416 0 20 Dec 2018
Representation Learning for Spatial Graphs Zheng Wang Ce Ju Gao Cong Cheng Long GNN 6 3 0 17 Dec 2018
Learning Features of Network Structures Using Graphlets Kun Tu Jian Li Don Towsley Dave Braines Liam D. Turner GNN 18 2 0 13 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 59 1,321 0 11 Dec 2018
Improved Knowledge Graph Embedding using Background Taxonomic Information Bahare Fatemi Siamak Ravanbakhsh David Poole 33 39 0 07 Dec 2018
dynnode2vec: Scalable Dynamic Network Embedding Sedigheh Mahdavi Shima Khoshraftar Aijun An 15 112 0 06 Dec 2018
Learning Dynamic Embeddings from Temporal Interactions Srijan Kumar Xikun Zhang J. Leskovec AI4TS 25 27 0 06 Dec 2018
Learning Cheap and Novel Flight Itineraries Dmytro Karamshuk David Matthews 7 1 0 04 Dec 2018
Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation Willem Blokland Jinyuan Jia Kishansingh Rajput 21 51 0 04 Dec 2018
Online Graph-Adaptive Learning with Scalability and Privacy Yanning Shen G. Leus G. Giannakis 30 32 0 03 Dec 2018
Graph Node-Feature Convolution for Representation Learning Li Zhang Heda Song Nikolaos Aletras Haiping Lu GNN SSL 20 13 0 30 Nov 2018
The Graph-Based Behavior-Aware Recommendation for Interactive News Mingyuan Ma Sen Na Hongyu Wang Congzhou Chen Jin Xu 17 19 0 30 Nov 2018
Attributed Network Embedding for Incomplete Attributed Networks Chengbin Hou Shan He Ke Tang 19 1 0 28 Nov 2018
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs Dimitris Berberidis G. Giannakis 16 18 0 27 Nov 2018
Flexible Attributed Network Embedding Enya Shen Zhidong Cao C. Zou Jianmin Wang GNN 6 5 0 27 Nov 2018
Graph Learning-Convolutional Networks Bo Jiang Ziyan Zhang Doudou Lin Jin Tang GNN SSL 33 5 0 25 Nov 2018
Adversarial Classifier for Imbalanced Problems Ehsan Montahaei Mahsa Ghorbani M. Baghshah Hamid R. Rabiee 21 12 0 21 Nov 2018
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks Mahsa Ghorbani M. Baghshah Hamid R. Rabiee 16 39 0 21 Nov 2018
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning Stephen Bonner John Brennan Ibad Kureshi Georgios Theodoropoulos A. Mcgough B. Obara OOD 35 15 0 20 Nov 2018
Role action embeddings: scalable representation of network positions George Berry GNN 21 2 0 19 Nov 2018
Outlier Aware Network Embedding for Attributed Networks S. Bandyopadhyay N. Lokesh M. Murty 37 92 0 19 Nov 2018
Streaming Network Embedding through Local Actions Xi Liu Ping-Chun Hsieh N. Duffield Rui Chen Muhe Xie Xidao Wen GNN 22 6 0 14 Nov 2018
SepNE: Bringing Separability to Network Embedding Ziyao Li Liang Zhang Guojie Song GNN 28 13 0 14 Nov 2018
Learning Representations of Missing Data for Predicting Patient Outcomes Brandon M. Malone Alberto García-Durán Mathias Niepert 23 20 0 12 Nov 2018
Gaussian-Induced Convolution for Graphs Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 32 24 0 11 Nov 2018
A First Look at Deep Learning Apps on Smartphones Mengwei Xu Jiawei Liu Yuanqiang Liu F. Lin Yunxin Liu Xuanzhe Liu HAI 33 177 0 08 Nov 2018
Multi-View Network Embedding Via Graph Factorization Clustering and Co-Regularized Multi-View Agreement Yiwei Sun N. Bui Tsung-Yu Hsieh Vasant Honavar 11 17 0 06 Nov 2018
Recurrent Skipping Networks for Entity Alignment Lingbing Guo Zhenyi Ying E. Cao Wei Hu 21 6 0 06 Nov 2018
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile Richard T. Marriott AI4TS 22 11 0 05 Nov 2018
Representation Learning by Reconstructing Neighborhoods Chin-Chia Michael Yeh Yan Zhu Evangelos E. Papalexakis A. Mueen Eamonn Keogh SSL 16 0 0 05 Nov 2018
AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection Yanfang Ye Shifu Hou Lingwei Chen Jingwei Lei Wenqiang Wan Jiabin Wang Qi Xiong Fudong Shao 14 2 0 02 Nov 2018
ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation Jiankai Sun Bortik Bandyopadhyay Armin Bashizade Jiongqian Liang P. Sadayappan Srinivasan Parthasarathy 19 50 0 02 Nov 2018
OrthoNet: Multilayer Network Data Clustering Mireille El Gheche Giovanni Chierchia P. Frossard 17 24 0 02 Nov 2018
Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis Guixiang Ma Nesreen Ahmed Theodore L. Willke D. Sengupta Michael W. Cole Nicholas B. Turk-Browne Pratik Shah MedIm 19 8 0 02 Nov 2018
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings Hao Yu Vivek Kulkarni Luu Anh Tuan 21 2 0 01 Nov 2018
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 16 1,539 0 01 Nov 2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings Haoyu Wang Vivek Kulkarni William Yang Wang HAI AI4CE 39 29 0 31 Oct 2018
Some New Layer Architectures for Graph CNN Shrey Gadiya Deepak Anand A. Sethi GNN 9 5 0 31 Oct 2018
Data Poisoning Attack against Unsupervised Node Embedding Methods Mingjie Sun Jian Tang Huichen Li Yue Liu Chaowei Xiao Yao-Liang Chen D. Song GNN AAML 14 67 0 30 Oct 2018
LAMVI-2: A Visual Tool for Comparing and Tuning Word Embedding Models Xin Rong Joshua Luckson Eytan Adar VLM 15 2 0 22 Oct 2018
Node Representation Learning for Directed Graphs Megha Khosla Jurek Leonhardt Wolfgang Nejdl Avishek Anand 29 55 0 22 Oct 2018
TNE: A Latent Model for Representation Learning on Networks Abdulkadir Çelikkanat Fragkiskos D. Malliaros 22 3 0 16 Oct 2018
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Klicpera Aleksandar Bojchevski Stephan Günnemann GNN 127 1,660 0 14 Oct 2018