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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
Role action embeddings: scalable representation of network positions George Berry GNN 48 2 0 19 Nov 2018
Outlier Aware Network Embedding for Attributed Networks S. Bandyopadhyay N. Lokesh M. Murty 79 93 0 19 Nov 2018
Streaming Network Embedding through Local Actions Xi Liu Ping-Chun Hsieh N. Duffield Rui Chen Muhe Xie Xidao Wen GNN 44 6 0 14 Nov 2018
SepNE: Bringing Separability to Network Embedding Ziyao Li Liang Zhang Guojie Song GNN 67 13 0 14 Nov 2018
Learning Representations of Missing Data for Predicting Patient Outcomes Brandon M. Malone Alberto García-Durán Mathias Niepert 62 20 0 12 Nov 2018
Gaussian-Induced Convolution for Graphs Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 78 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 104 184 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 29 17 0 06 Nov 2018
Recurrent Skipping Networks for Entity Alignment Lingbing Guo Zhenyi Ying E. Cao Wei Hu 33 6 0 06 Nov 2018
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile Richard T. Marriott AI4TS 88 11 0 05 Nov 2018
Representation Learning by Reconstructing Neighborhoods Chin-Chia Michael Yeh Yan Zhu Evangelos E. Papalexakis A. Mueen Eamonn Keogh SSL 27 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 28 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 56 51 0 02 Nov 2018
OrthoNet: Multilayer Network Data Clustering Mireille El Gheche Giovanni Chierchia P. Frossard 110 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 106 8 0 02 Nov 2018
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings Hao Yu Vivek Kulkarni Wenjie Wang 31 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 134 1,574 0 01 Nov 2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings Haoyu Wang Vivek Kulkarni William Yang Wang HAI AI4CE 97 29 0 31 Oct 2018
Some New Layer Architectures for Graph CNN Shrey Gadiya Deepak Anand A. Sethi GNN 43 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 Basel Alomair GNN AAML 57 67 0 30 Oct 2018
LAMVI-2: A Visual Tool for Comparing and Tuning Word Embedding Models Xin Rong Joshua Luckson Eytan Adar VLM 42 2 0 22 Oct 2018
Node Representation Learning for Directed Graphs Megha Khosla Jurek Leonhardt Wolfgang Nejdl Avishek Anand 88 56 0 22 Oct 2018
TNE: A Latent Model for Representation Learning on Networks Abdulkadir Çelikkanat Fragkiskos D. Malliaros 37 3 0 16 Oct 2018
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Klicpera Aleksandar Bojchevski Stephan Günnemann GNN 363 1,706 0 14 Oct 2018
Top-K Influential Nodes in Social Networks: A Game Perspective Yu Zhang Yan Zhang 65 0 0 14 Oct 2018
Unsupervised Object Matching for Relational Data Tomoharu Iwata N. Ueda 39 2 0 09 Oct 2018
Constructing Graph Node Embeddings via Discrimination of Similarity Distributions Stanislav Tsepa Maxim Panov 33 1 0 06 Oct 2018
Higher-order Spectral Clustering for Heterogeneous Graphs Aldo G. Carranza Ryan A. Rossi Anup B. Rao Eunyee Koh 47 9 0 06 Oct 2018
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability Akifumi Okuno Geewook Kim Hidetoshi Shimodaira 45 8 0 04 Oct 2018
Dual Convolutional Neural Network for Graph of Graphs Link Prediction Shonosuke Harada Hirotaka Akita Masashi Tsubaki Yukino Baba Ichigaku Takigawa Yoshihiro Yamanishi H. Kashima GNN AI4CE 38 9 0 04 Oct 2018
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding Gaurav Singh James Thomas Iain J. Marshall John Shawe-Taylor Byron C. Wallace BDL 45 8 0 02 Oct 2018
GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models U. Shanthamallu Jayaraman J. Thiagarajan Huan Song A. Spanias GNN 74 39 0 02 Oct 2018
Graph Diffusion-Embedding Networks Bo Jiang Doudou Lin Jin Tang GNN DiffM 28 0 0 01 Oct 2018
Deep Graph Infomax Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 220 2,415 0 27 Sep 2018
Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning Yawei Luo T. Guan Junqing Yu Ping Liu Yi Yang SSL GNN 75 33 0 26 Sep 2018
Exploring Student Check-In Behavior for Improved Point-of-Interest Prediction Mengyue Hang Ian Pytlarz Jennifer Neville 54 50 0 25 Sep 2018
Hypergraph Neural Networks Yifan Feng Haoxuan You Zizhao Zhang Rongrong Ji Yue Gao GNN 112 1,404 0 25 Sep 2018
Inferring Complementary Products from Baskets and Browsing Sessions I. Trofimov 26 14 0 25 Sep 2018
Non-linear Attributed Graph Clustering by Symmetric NMF with PU Learning Seiji Maekawa Koh Takeuchi Makoto Onizuka 31 11 0 21 Sep 2018
Improved Deep Embeddings for Inferencing with Multi-Layered Networks Huan Song Jayaraman J. Thiagarajan 135 2 0 20 Sep 2018
Fighting Redundancy and Model Decay with Embeddings Dan Shiebler Luca Belli Jay Baxter Hanchen Xiong A. Tayal 51 4 0 18 Sep 2018
Towards Deep and Representation Learning for Talent Search at LinkedIn R. Ramanath Hakan Inan Gungor Polatkan Bo Hu Qi Guo C. Ozcaglar Xianren Wu K. Kenthapadi S. Geyik 70 66 0 17 Sep 2018
apk2vec: Semi-supervised multi-view representation learning for profiling Android applications A. Narayanan C. Soh Lihui Chen Yang Liu Lipo Wang SSL 53 27 0 15 Sep 2018
Wasserstein Autoencoders for Collaborative Filtering Jingbin Zhong Xiaofeng Zhang 60 26 0 15 Sep 2018
Adaptive Sampling Towards Fast Graph Representation Learning Wen-bing Huang Tong Zhang Yu Rong Junzhou Huang GNN 110 493 0 14 Sep 2018
Semantically Enhanced Models for Commonsense Knowledge Acquisition Ikhlas Alhussien Min Zhang Zhang NengSheng LRM 26 5 0 12 Sep 2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes Yin Cheng Ng Nicolo Colombo Ricardo M. A. Silva BDL 121 90 0 12 Sep 2018
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework Liheng Chen Yanru Qu Zhenghui Wang Lin Qiu Weinan Zhang Ken Chen Shaodian Zhang Yong Yu 98 2 0 12 Sep 2018
Higher-order Graph Convolutional Networks J. B. Lee Ryan A. Rossi Xiangnan Kong Sungchul Kim Eunyee Koh Anup B. Rao GNN 79 36 0 12 Sep 2018
Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks Lichao Sun Lifang He Zhipeng Huang Bokai Cao Congying Xia Xiaokai Wei Philip S. Yu GNN 64 30 0 11 Sep 2018