node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

44 / 1,144 papers shown

Title
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 58 1,783 0 22 Sep 2017
An Attention-based Collaboration Framework for Multi-View Network Representation Learning Meng Qu Jian Tang Jingbo Shang Xiang Ren Ming Zhang Jiawei Han GNN 24 167 0 19 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 58 1,968 0 17 Sep 2017
Semi-Supervised Instance Population of an Ontology using Word Vector Embeddings Vindula Jayawardana Dimuthu Lakmal Nisansa de Silva A. Perera Keet Sugathadasa Buddhi Ayesha M. Perera 27 24 0 09 Sep 2017
Network Vector: Distributed Representations of Networks with Global Context Hao Wu Kristina Lerman 16 3 0 07 Sep 2017
Semantic Preserving Embeddings for Generalized Graphs Pedro Almagro Blanco Fernando Sancho-Caparrini 26 0 0 07 Sep 2017
Practical Attacks Against Graph-based Clustering Yizheng Chen Yacin Nadji Athanasios Kountouras Fabian Monrose R. Perdisci M. Antonakakis N. Vasiloglou AAML 13 87 0 29 Aug 2017
walk2friends: Inferring Social Links from Mobility Profiles Michael Backes Mathias Humbert Jun Pang Yang Zhang AAML 29 115 0 28 Aug 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song D. Song GNN 24 577 0 22 Aug 2017
Learning Graph While Training: An Evolving Graph Convolutional Neural Network Ruoyu Li Junzhou Huang GNN 38 7 0 10 Aug 2017
Graph Classification with 2D Convolutional Neural Networks A. Tixier Giannis Nikolentzos Polykarpos Meladianos Michalis Vazirgiannis GNN 26 23 0 29 Jul 2017
Learning Rare Word Representations using Semantic Bridging Victor Prokhorov Mohammad Taher Pilehvar Dimitri Kartsaklis Pietro Lio Nigel Collier 3DV 27 5 0 24 Jul 2017
Predicting multicellular function through multi-layer tissue networks Marinka Zitnik J. Leskovec 27 538 0 14 Jul 2017
Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking Aleksandar Bojchevski Stephan Günnemann BDL 46 640 0 12 Jul 2017
Efficient Correlated Topic Modeling with Topic Embedding Junxian He Zhiting Hu Taylor Berg-Kirkpatrick Ying Huang Eric Xing 40 48 0 01 Jul 2017
Deriving a Representative Vector for Ontology Classes with Instance Word Vector Embeddings Vindula Jayawardana Dimuthu Lakmal Nisansa de Silva A. Perera Keet Sugathadasa Buddhi Ayesha 21 33 0 08 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 203 15,006 0 07 Jun 2017
Attributed Network Embedding for Learning in a Dynamic Environment Jundong Li Harsh Dani Xia Hu Jiliang Tang Yi-Ju Chang Huan Liu 29 366 0 06 Jun 2017
Neural Embeddings of Graphs in Hyperbolic Space B. Chamberlain J. Clough M. Deisenroth GNN 21 167 0 29 May 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 20 1,288 0 22 May 2017
Active Learning for Graph Embedding Hongyun Cai V. Zheng Kevin Chen-Chuan Chang GNN 44 98 0 15 May 2017
Graph Embedding Techniques, Applications, and Performance: A Survey Palash Goyal Emilio Ferrara GNN AI4TS 35 1,722 0 08 May 2017
Dynamic Graph Convolutional Networks Franco Manessi A. Rozza M. Manzo GNN 33 367 0 20 Apr 2017
ENWalk: Learning Network Features for Spam Detection in Twitter K. Santosh S. Maity Arjun Mukherjee 24 4 0 11 Apr 2017
struc2vec: Learning Node Representations from Structural Identity Leonardo F. R. Ribeiro Pedro H. P. Saverese Daniel R. Figueiredo 28 1,150 0 11 Apr 2017
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification Cheng Ju Aurélien F. Bibaut Mark van der Laan UQCV 44 358 0 05 Apr 2017
Semi-supervised Embedding in Attributed Networks with Outliers Jiongqian Liang Peter Jacobs Jiankai Sun Srinivasan Parthasarathy BDL 18 111 0 23 Mar 2017
Neural Graph Machines: Learning Neural Networks Using Graphs T. Bui Sujith Ravi Vivek Ramavajjala GNN 30 29 0 14 Mar 2017
Bootstrapped Graph Diffusions: Exposing the Power of Nonlinearity Eliav Buchnik E. Cohen 16 22 0 07 Mar 2017
Model-Independent Online Learning for Influence Maximization Sharan Vaswani Branislav Kveton Zheng Wen Mohammad Ghavamzadeh L. Lakshmanan Mark Schmidt 30 14 0 01 Mar 2017
Distributed Representations of Signed Networks Mohammad Raihanul Islam B. Prakash Naren Ramakrishnan GNN 19 58 0 22 Feb 2017
Name Disambiguation in Anonymized Graphs using Network Embedding Baichuan Zhang M. Hasan 40 108 0 08 Feb 2017
On Spectral Analysis of Directed Signed Graphs Yuemeng Li Xintao Wu Aidong Lu 31 10 0 23 Dec 2016
Graph Summarization Methods and Applications: A Survey Yike Liu Tara Safavi A. Dighe Danai Koutra 16 139 0 14 Dec 2016
GRAM: Graph-based Attention Model for Healthcare Representation Learning Edward Choi M. T. Bahadori Le Song Walter F. Stewart Jimeng Sun GNN 50 667 0 21 Nov 2016
Correlation Clustering with Low-Rank Matrices Nate Veldt Anthony Wirth D. Gleich 16 13 0 21 Nov 2016
Learning From Graph Neighborhoods Using LSTMs Rakshit Agrawal Luca de Alfaro Vassilis Polychronopoulos GNN 59 7 0 21 Nov 2016
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 57 3,534 0 21 Nov 2016
DeepCas: an End-to-end Predictor of Information Cascades Cheng Li Jiaqi Ma Xiaoxiao Guo Qiaozhu Mei GNN 29 327 0 16 Nov 2016
Node Embedding via Word Embedding for Network Community Discovery Weicong Ding Christy Lin Prakash Ishwar 36 17 0 09 Nov 2016
From Node Embedding To Community Embedding V. Zheng Sandro Cavallari Hongyun Cai Kevin Chen-Chuan Chang Min Zhang GNN 36 33 0 31 Oct 2016
DeepGraph: Graph Structure Predicts Network Growth Cheng Li Xiaoxiao Guo Qiaozhu Mei GNN 37 17 0 20 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 203 28,727 0 09 Sep 2016
subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs A. Narayanan Mahinthan Chandramohan Lihui Chen Yang Liu S. Saminathan GNN 17 156 0 29 Jun 2016