node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,627 papers shown

Title
GANE: A Generative Adversarial Network Embedding Huiting Hong Xin Li Mingzhong Wang GAN 59 30 0 18 May 2018
Constructing Narrative Event Evolutionary Graph for Script Event Prediction Zhongyang Li Xiao Ding Ting Liu 105 195 0 14 May 2018
Twitter User Geolocation using Deep Multiview Learning T. Do Duc Minh Nguyen Evaggelia Tsiligianni Bruno Cornelis Nikos Deligiannis 37 31 0 11 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 136 343 0 10 May 2018
hyperdoc2vec: Distributed Representations of Hypertext Documents Jialong Han Yan Song Wayne Xin Zhao Shuming Shi Haisong Zhang 76 32 0 10 May 2018
Diffusion Based Network Embedding Yong Shi Minglong Lei Peng Zhang Lingfeng Niu 66 4 0 09 May 2018
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks V. Zhelezniak Dan Busbridge April Shen Samuel L. Smith Nils Y. Hammerla SSL 73 4 0 09 May 2018
Billion-scale Network Embedding with Iterative Random Projection Ziwei Zhang Peng Cui Haoyang Li Tianlin Li Wenwu Zhu 181 84 0 07 May 2018
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings Saba A. Al-Sayouri Ekta Gujral Danai Koutra Evangelos E. Papalexakis Sarah S. Lam 35 9 0 03 May 2018
Graph Bayesian Optimization: Algorithms, Evaluations and Applications Jiaxu Cui Bo Yang 44 6 0 03 May 2018
Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets Firoj Alam Shafiq Joty Muhammad Imran 53 73 0 02 May 2018
Efficient Graph Computation for Node2Vec Dongyan Zhou Songjie Niu Shimin Chen 56 20 0 01 May 2018
Large-Scale Visual Relationship Understanding Ji Zhang Yannis Kalantidis Marcus Rohrbach Manohar Paluri Ahmed Elgammal Mohamed Elhoseiny 106 169 0 27 Apr 2018
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding Vachik S. Dave Baichuan Zhang Pin-Yu Chen M. Hasan BDL 65 29 0 23 Apr 2018
HeteroMed: Heterogeneous Information Network for Medical Diagnosis Anahita Hosseini Ting-Li Chen Wenjun Wu Yizhou Sun Majid Sarrafzadeh 70 51 0 22 Apr 2018
Feature Propagation on Graph: A New Perspective to Graph Representation Learning B. Xiang Ziqi Liu Jun Zhou Xiaolong Li 3DV GNN 70 7 0 17 Apr 2018
Walk-Steered Convolution for Graph Classification Jiatao Jiang Chunyan Xu Zhen Cui Tong Zhang Chengzhen Li Jian Yang GNN 77 12 0 16 Apr 2018
Not all Embeddings are created Equal: Extracting Entity-specific Substructures for RDF Graph Embedding Muhammad Rizwan Saeed C. Chelmis Viktor Prasanna 23 8 0 14 Apr 2018
Distributed Collaborative Hashing and Its Applications in Ant Financial Chaochao Chen Ziqi Liu P. Zhao Longfei Li Jun Zhou Xiaolong Li FedML 53 8 0 13 Apr 2018
Predicting Twitter User Socioeconomic Attributes with Network and Language Information Nikolaos Aletras B. Chamberlain 56 54 0 11 Apr 2018
Adaptive Diffusions for Scalable Learning over Graphs Dimitris Berberidis A. Nikolakopoulos G. Giannakis GNN 96 37 0 05 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 381 824 0 04 Apr 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings O. Ganea Gary Bécigneul Thomas Hofmann 209 276 0 03 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 90 173 0 03 Apr 2018
mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations C. Sanhueza Francia Jiménez Regina Berretta P. Moscato 31 0 0 02 Apr 2018
Attentional Multilabel Learning over Graphs: A Message Passing Approach Kien Do T. Tran Thin Nguyen Svetha Venkatesh 76 17 0 01 Apr 2018
Graphite: Iterative Generative Modeling of Graphs Aditya Grover Aaron Zweig Stefano Ermon BDL 145 304 0 28 Mar 2018
A General Path-Based Representation for Predicting Program Properties Uri Alon Meital Zilberstein Omer Levy Eran Yahav 46 207 0 26 Mar 2018
AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding Lei Sang Min Xu Shengsheng Qian Xindong Wu GAN GNN 57 11 0 24 Mar 2018
Graph Partition Neural Networks for Semi-Supervised Classification Renjie Liao Marc Brockschmidt Daniel Tarlow Alexander L. Gaunt R. Urtasun R. Zemel GNN 63 76 0 16 Mar 2018
VERSE: Versatile Graph Embeddings from Similarity Measures Anton Tsitsulin Davide Mottin Panagiotis Karras Emmanuel Müller 72 270 0 13 Mar 2018
CuLDA_CGS: Solving Large-scale LDA Problems on GPUs Xiaolong Xie Yun Liang Xiuhong Li Wei Tan 58 8 0 13 Mar 2018
Representation Learning over Dynamic Graphs Rakshit S. Trivedi Mehrdad Farajtabar P. Biswal H. Zha AI4TS AI4CE 92 53 0 11 Mar 2018
Attention-based Graph Neural Network for Semi-supervised Learning K. K. Thekumparampil Chong-Jun Wang Sewoong Oh Li Li GNN 123 335 0 10 Mar 2018
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba Jizhe Wang Pipei Huang Huan Zhao Zhibo Zhang Binqiang Zhao Lee 80 501 0 06 Mar 2018
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 72 83 0 05 Mar 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 195 362 0 02 Mar 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 123 142 0 28 Feb 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 159 1,957 0 27 Feb 2018
N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification Sami Abu-El-Haija Amol Kapoor Bryan Perozzi Joonseok Lee GNN SSL 102 262 0 24 Feb 2018
Learning Topic Models by Neighborhood Aggregation Ryohei Hisano 51 3 0 22 Feb 2018
Simplicial Closure and higher-order link prediction Austin R. Benson Rediet Abebe Michael T. Schaub Ali Jadbabaie Jon M. Kleinberg AI4CE 114 499 0 20 Feb 2018
Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms Kento Nozawa Masanari Kimura Atsunori Kanemura GNN 24 2 0 18 Feb 2018
Detecting Social Influence in Event Cascades by Comparing Discriminative Rankers Sandeep Soni S. L. Ramirez Jacob Eisenstein TDI 68 8 0 16 Feb 2018
NeVAE: A Deep Generative Model for Molecular Graphs Bidisha Samanta A. De G. Jana P. Chattaraj Niloy Ganguly Manuel Gomez Rodriguez GNN DRL BDL DiffM 122 219 0 14 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 80 12 0 14 Feb 2018
Edge Attention-based Multi-Relational Graph Convolutional Networks Chao Shang Qinqing Liu Ko-Shin Chen Jiangwen Sun Jin Lu Jinfeng Yi J. Bi GNN 167 93 0 14 Feb 2018
Weakly supervised collective feature learning from curated media Yusuke Mukuta Akisato Kimura David B. Adrian Zoubin Ghahramani 25 0 0 13 Feb 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding Shirui Pan Ruiqi Hu Guodong Long Jing Jiang Lina Yao Chengqi Zhang GNN GAN 79 450 0 13 Feb 2018
Learning Role-based Graph Embeddings Nesreen Ahmed Ryan Rossi J. B. Lee Theodore L. Willke R. Zhou Xiangnan Kong Hoda Eldardiry 109 96 0 07 Feb 2018