node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,628 papers shown

Title
Deep Learning Approach on Information Diffusion in Heterogeneous Networks Soheila Molaei Hadi Zare H. Veisi 27 50 0 23 Feb 2019
AliGraph: A Comprehensive Graph Neural Network Platform Rong Zhu Kun Zhao Hongxia Yang Wei Lin Chang Zhou Baole Ai Yong Li Jingren Zhou GNN 119 390 0 23 Feb 2019
Robust Graph Embedding with Noisy Link Weights Akifumi Okuno Hidetoshi Shimodaira NoLa 31 7 0 22 Feb 2019
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction Jinyin Chen Jian Zhang Xuanheng Xu Chenbo Fu Dan Zhang Qingpeng Zhang Qi Xuan 80 145 0 22 Feb 2019
Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks Zeyu Cui Zekun Li Shu Wu Xiaoyu Zhang Liang Wang 101 103 0 21 Feb 2019
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure Fuli Feng Xiangnan He Jie Tang Tat-Seng Chua OOD AAML 132 222 0 20 Feb 2019
Graph Neural Networks for Social Recommendation Wenqi Fan Yao Ma Qing Li Yuan He Yue Zhao Jiliang Tang D. Yin 286 1,923 0 19 Feb 2019
Learning Topological Representation for Networks via Hierarchical Sampling Guoji Fu Chengbin Hou Xin Yao AI4TS 52 26 0 15 Feb 2019
Author Profiling for Hate Speech Detection Pushkar Mishra Marco Del Tredici H. Yannakoudakis Ekaterina Shutova 137 17 0 14 Feb 2019
Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification Fenyu Hu Yanqiao Zhu Shu Wu Liang Wang Tieniu Tan GNN 56 7 0 13 Feb 2019
Hyperbolic Disk Embeddings for Directed Acyclic Graphs Ryota Suzuki Ryusuke Takahama Shunzo Onoda 98 48 0 12 Feb 2019
Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification Blaž Škrlj Jan Kralj Janez Konc Marko Robnik-Šikonja Nada Lavrac GNN BDL 89 3 0 11 Feb 2019
Link Prediction via Higher-Order Motif Features Ghadeer Abuoda G. D. F. Morales Ashraf Aboulnaga 92 37 0 08 Feb 2019
Heterogeneous Edge Embeddings for Friend Recommendation Janu Verma Srishti Gupta Debdoot Mukherjee Tanmoy Chakraborty 42 6 0 07 Feb 2019
Word Embeddings for Entity-annotated Texts Satya Almasian Andreas Spitz Michael Gertz 98 7 0 06 Feb 2019
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification Blaž Škrlj Matej Martinc Jan Kralj Nada Lavrac Senja Pollak 103 44 0 01 Feb 2019
Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty Muhammad Raza Khan J. Blumenstock 59 79 0 31 Jan 2019
HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding Sheng Zhou Jiajun Bu Xin Eric Wang Jiawei Chen Can Wang 80 24 0 31 Jan 2019
Representation Learning for Heterogeneous Information Networks via Embedding Events Guoji Fu Bo Yuan Qiqi Duan Xin Yao 33 20 0 29 Jan 2019
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism Yongzhen Wang Xiaozhong Liu Zheng Gao AI4TS 65 23 0 28 Jan 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 79 1 0 24 Jan 2019
Confidence-based Graph Convolutional Networks for Semi-Supervised Learning Shikhar Vashishth Prateek Yadav Manik Bhandari Partha P. Talukdar GNN 78 40 0 24 Jan 2019
CommunityGAN: Community Detection with Generative Adversarial Nets Yuting Jia Qinqin Zhang Weinan Zhang Xinbing Wang GNN GAN 86 117 0 20 Jan 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding Hongteng Xu Dixin Luo H. Zha Lawrence Carin 124 261 0 17 Jan 2019
Learning Vertex Representations for Bipartite Networks Ming Gao Xiangnan He Leihui Chen Tingting Liu Jinglin Zhang Aoying Zhou 68 23 0 16 Jan 2019
Micro- and Macro-Level Churn Analysis of Large-Scale Mobile Games Xi Liu Muhe Xie Xidao Wen Rui Chen Yong Ge N. Duffield Na Wang 55 20 0 14 Jan 2019
Search Efficient Binary Network Embedding Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang 57 4 0 14 Jan 2019
Attributed Network Embedding via Subspace Discovery Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang 138 48 0 14 Jan 2019
Predicting Diffusion Reach Probabilities via Representation Learning on Social Networks Furkan Gursoy Ahmet Onur Durahim DiffM GNN 18 1 0 12 Jan 2019
Deep Network Embedding for Graph Representation Learning in Signed Networks X. Shen F. Chung GNN 76 90 0 07 Jan 2019
Vector representations of text data in deep learning Karol Grzegorczyk 63 12 0 07 Jan 2019
LanczosNet: Multi-Scale Deep Graph Convolutional Networks Renjie Liao Zhizhen Zhao R. Urtasun R. Zemel GNN 131 228 0 06 Jan 2019
Efficient Representation Learning Using Random Walks for Dynamic Graphs Hooman Peiro Sajjad Andrew Docherty Y. Tyshetskiy 61 27 0 05 Jan 2019
Learning Graph Embedding with Adversarial Training Methods Shirui Pan Ruiqi Hu S. Fung Guodong Long Jing Jiang Chengqi Zhang GNN GAN 107 290 0 04 Jan 2019
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph Zhuoren Jiang Yue Yin Liangcai Gao Yao Lu Xiaozhong Liu 53 50 0 31 Dec 2018
Dynamic Graph Representation Learning via Self-Attention Networks Aravind Sankar Yanhong Wu Liang Gou Wei Zhang Hao Yang GNN 103 119 0 22 Dec 2018
COSINE: Compressive Network Embedding on Large-scale Information Networks Zhengyan Zhang Cheng Yang Zhiyuan Liu Maosong Sun Zhichong Fang Bo Zhang Leyu Lin GNN 60 7 0 21 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.2K 5,613 0 20 Dec 2018
Representation Learning for Spatial Graphs Zheng Wang Ce Ju Gao Cong Cheng Long GNN 52 3 0 17 Dec 2018
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Yingxia Shao Lei Chen BDL 108 125 0 16 Dec 2018
Learning Features of Network Structures Using Graphlets Kun Tu Jian Li Don Towsley Dave Braines Liam D. Turner GNN 57 2 0 13 Dec 2018
Improved Knowledge Graph Embedding using Background Taxonomic Information Bahare Fatemi Siamak Ravanbakhsh David Poole 94 40 0 07 Dec 2018
LNEMLC: Label Network Embeddings for Multi-Label Classification Piotr Szymañski Tomasz Kajdanowicz Nitesh Chawla 54 6 0 07 Dec 2018
dynnode2vec: Scalable Dynamic Network Embedding Sedigheh Mahdavi Shima Khoshraftar Aijun An 82 114 0 06 Dec 2018
Learning Dynamic Embeddings from Temporal Interactions Srijan Kumar Xikun Zhang J. Leskovec AI4TS 72 27 0 06 Dec 2018
Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation Willem Blokland Jinyuan Jia Kishansingh Rajput 86 53 0 04 Dec 2018
Online Graph-Adaptive Learning with Scalability and Privacy Yanning Shen G. Leus G. Giannakis 66 32 0 03 Dec 2018
A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery Jiqian Dong Gopaljee Atulya Kartikeya Bhardwaj R. Marculescu 28 0 0 01 Dec 2018
Graph Node-Feature Convolution for Representation Learning Li Zhang Heda Song Nikolaos Aletras Haiping Lu GNN SSL 59 13 0 30 Nov 2018
The Graph-Based Behavior-Aware Recommendation for Interactive News Mingyuan Ma Sen Na Hongyu Wang Congzhou Chen Jin Xu 137 19 0 30 Nov 2018