node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,628 papers shown

Title
Attributed Network Embedding for Incomplete Attributed Networks Chengbin Hou Shan He Ke Tang 33 1 0 28 Nov 2018
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs Dimitris Berberidis G. Giannakis 79 18 0 27 Nov 2018
Flexible Attributed Network Embedding Enya Shen Zhidong Cao C. Zou Jianmin Wang GNN 21 5 0 27 Nov 2018
Adversarial Classifier for Imbalanced Problems Ehsan Montahaei Mahsa Ghorbani M. Baghshah Hamid R. Rabiee 81 12 0 21 Nov 2018
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks Mahsa Ghorbani M. Baghshah Hamid R. Rabiee 59 40 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 78 15 0 20 Nov 2018
Representation Learning of Pedestrian Trajectories Using Actor-Critic Sequence-to-Sequence Autoencoder Ka-Ho Chow Anish Hiranandani Yifeng Zhang Shueng-Han Gary Chan 66 4 0 20 Nov 2018
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
On Geometric Alignment in Low Doubling Dimension Hu Ding Mingquan Ye 22 2 0 19 Nov 2018
Adversarial Unsupervised Representation Learning for Activity Time-Series Karan Aggarwal Shafiq Joty L. Fernández-Luque Jaideep Srivastava SSL AI4TS 75 16 0 14 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 74 13 0 14 Nov 2018
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces Victor Prokhorov Mohammad Taher Pilehvar Dimitri Kartsaklis Pietro Lio Nigel Collier 58 12 0 12 Nov 2018
Gaussian-Induced Convolution for Graphs Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 78 24 0 11 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
SafeRoute: Learning to Navigate Streets Safely in an Urban Environment Sharon Levy Wenhan Xiong E. Belding-Royer William Yang Wang HAI 49 11 0 03 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
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
Recovery Guarantees for Quadratic Tensors with Sparse Observations Hongyang R. Zhang Vatsal Sharan Moses Charikar Yingyu Liang 96 2 0 31 Oct 2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings Haoyu Wang Vivek Kulkarni William Yang Wang HAI AI4CE 97 29 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
Deep learning long-range information in undirected graphs with wave networks Matthew K. Matlock Arghya Datta N. Dang Kevin Jiang S. Joshua Swamidass GNN 62 15 0 29 Oct 2018
Mean-field theory of graph neural networks in graph partitioning T. Kawamoto Masashi Tsubaki T. Obuchi 122 58 0 29 Oct 2018
Attack Graph Convolutional Networks by Adding Fake Nodes Xiaoyun Wang Minhao Cheng Joe Eaton Cho-Jui Hsieh S. F. Wu AAML GNN 122 79 0 25 Oct 2018
Streaming Graph Neural Networks Yao Ma Ziyi Guo Zhaochun Ren Eric Zhao Jiliang Tang D. Yin GNN 95 241 0 24 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 1,707 0 14 Oct 2018
Top-K Influential Nodes in Social Networks: A Game Perspective Yu Zhang Yan Zhang 65 0 0 14 Oct 2018
Embedding Geographic Locations for Modelling the Natural Environment using Flickr Tags and Structured Data Shelan S. Jeawak Christopher B. Jones Steven Schockaert 53 11 0 12 Oct 2018
Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods Aakash Sinha Rémy Cazabet Rémi Vaudaine 28 9 0 11 Oct 2018
Unpaired High-Resolution and Scalable Style Transfer Using Generative Adversarial Networks Andrej Junginger Markus Hanselmann Thilo Strauss Sebastian Boblest Jens S. Buchner Holger Ulmer GAN 40 10 0 10 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
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
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
Inferring Complementary Products from Baskets and Browsing Sessions I. Trofimov 26 14 0 25 Sep 2018
A Survey of Learning Causality with Data: Problems and Methods Ruocheng Guo Lu Cheng Jundong Li P. R. Hahn Huan Liu CML 104 168 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
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