DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Shortest path distance approximation using deep learning techniques Fatemeh Salehi Rizi Jorg Schlotterer Michael Granitzer GNN 29 35 0 12 Feb 2020
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models Xiao Zang Yi Xie Jie Chen Bo Yuan AAML 29 47 0 12 Feb 2020
Vertex-reinforced Random Walk for Network Embedding Wenyi Xiao Huan Zhao V. Zheng Yangqiu Song 3DV 36 8 0 11 Feb 2020
Graph Convolutional Gaussian Processes For Link Prediction Felix L. Opolka Pietro Lio GNN 29 15 0 11 Feb 2020
Bilinear Graph Neural Network with Neighbor Interactions Hongmin Zhu Fuli Feng Xiangnan He Xiang Wang Yan Li Kai Zheng Yongdong Zhang 10 3 0 10 Feb 2020
Relation Embedding for Personalised POI Recommendation Xianjing Wang Flora D. Salim Yongli Ren Piotr Koniusz 24 12 0 09 Feb 2020
Bin2vec: Learning Representations of Binary Executable Programs for Security Tasks Shushan Arakelyan Sima Arasteh Christophe Hauser Erik Kline Aram Galstyan 22 18 0 09 Feb 2020
JPLink: On Linking Jobs to Vocational Interest Types Amila Silva Pei-Chi Lo Ee-Peng Lim 6 4 0 06 Feb 2020
Message Passing Query Embedding Daniel Daza Michael Cochez GNN 36 7 0 06 Feb 2020
Fake News Detection on News-Oriented Heterogeneous Information Networks through Hierarchical Graph Attention Yuxiang Ren Jiawei Zhang GNN 31 19 0 05 Feb 2020
FastGAE: Scalable Graph Autoencoders with Stochastic Subgraph Decoding Guillaume Salha-Galvan Romain Hennequin Jean-Baptiste Remy Manuel Moussallam Michalis Vazirgiannis GNN BDL 41 6 0 05 Feb 2020
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding Xinyu Fu Jiani Zhang Ziqiao Meng Irwin King 48 851 0 05 Feb 2020
ALPINE: Active Link Prediction using Network Embedding Xi Chen Bo Kang Jefrey Lijffijt T. D. Bie 35 3 0 04 Feb 2020
Graph Representation Learning via Graphical Mutual Information Maximization Zhen Peng Wenbing Huang Minnan Luo Q. Zheng Yu Rong Tingyang Xu Junzhou Huang SSL 75 570 0 04 Feb 2020
Fast Generating A Large Number of Gumbel-Max Variables Yiyan Qi Peijie Wang Yuanming Zhang Junzhou Zhao Guangjian Tian X. Guan 21 4 0 02 Feb 2020
Which way? Direction-Aware Attributed Graph Embedding Zekarias T. Kefato Nasrullah Sheikh A. Montresor 3DV 16 3 0 30 Jan 2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding Zhecheng Wang Haoyuan Li Ram Rajagopal 26 81 0 29 Jan 2020
Landmark2Vec: An Unsupervised Neural Network-Based Landmark Positioning Method S. Razavi SSL 20 1 0 28 Jan 2020
Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information A. Budhiraja Gaurush Hiranandani Darshak Chhatbar Aditya Sinha Navya Yarrabelly Ayush Choure Oluwasanmi Koyejo Prateek Jain 38 4 0 28 Jan 2020
Graph Neighborhood Attentive Pooling Zekarias T. Kefato Sarunas Girdzijauskas GNN 32 6 0 28 Jan 2020
Representation Learning for Medical Data K. Antczak 15 1 0 22 Jan 2020
Adversarial Attack on Community Detection by Hiding Individuals Jia Li Honglei Zhang Zhichao Han Yu Rong Hong Cheng Junzhou Huang AAML 30 87 0 22 Jan 2020
Get Rid of Suspended Animation Problem: Deep Diffusive Neural Network on Graph Semi-Supervised Classification Jiawei Zhang GNN 16 4 0 22 Jan 2020
Simple and Effective Graph Autoencoders with One-Hop Linear Models Guillaume Salha-Galvan Romain Hennequin Michalis Vazirgiannis GNN 27 48 0 21 Jan 2020
Classifying Wikipedia in a fine-grained hierarchy: what graphs can contribute Tiphaine Viard Thomas McLachlan Hamidreza Ghader Satoshi Sekine 8 2 0 21 Jan 2020
Fast Sequence-Based Embedding with Diffusion Graphs Benedek Rozemberczki Rik Sarkar GNN 19 61 0 21 Jan 2020
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints Marek Śmieja Lukasz Struski Mário A. T. Figueiredo 22 37 0 18 Jan 2020
cube2net: Efficient Query-Specific Network Construction with Data Cube Organization Carl Yang Mengxiong Liu Frank S. He Jian Peng Jiawei Han 23 0 0 18 Jan 2020
Deep Collaborative Embedding for information cascade prediction Yuhui Zhao Ning Yang Tao Lin Philip S. Yu GNN 11 15 0 18 Jan 2020
Graph Ordering: Towards the Optimal by Learning Kangfei Zhao Yu Rong Jianwei Yu Junzhou Huang Hao Zhang 18 5 0 18 Jan 2020
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel Zheng Yu Xuhui Fan M. Pietrasik Marek Reformat 6 5 0 17 Jan 2020
ExEm: Expert Embedding using dominating set theory with deep learning approaches Narjes Nikzad Khasmakhi M. Balafar M. Feizi-Derakhshi C. Motamed 29 18 0 16 Jan 2020
Document Network Projection in Pretrained Word Embedding Space Antoine Gourru Adrien Guille Julien Velcin Julie Jacques 11 6 0 16 Jan 2020
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 36 300 0 15 Jan 2020
Inductive Document Network Embedding with Topic-Word Attention Robin Brochier Adrien Guille Julien Velcin 20 10 0 10 Jan 2020
Geometric deep learning for computational mechanics Part I: Anisotropic Hyperelasticity Nikolaos N. Vlassis R. Ma WaiChing Sun AI4CE 21 173 0 08 Jan 2020
A Block-based Generative Model for Attributed Networks Embedding Xueyan Liu Bo Yang Wenzhuo Song Katarzyna Musial Wanli Zuo Hongxu Chen Hongzhi Yin BDL 20 0 0 06 Jan 2020
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification Alex Ruch 30 6 0 04 Jan 2020
Social Science Guided Feature Engineering: A Novel Approach to Signed Link Analysis Ghazaleh Beigi Jiliang Tang Huan Liu 20 7 0 04 Jan 2020
Large-scale Gender/Age Prediction of Tumblr Users Yao Zhan Changwei Hu Yifan Hu Tejaswi Kasturi Shanmugam Ramasamy Matt Gillingham Keith Yamamoto 17 1 0 02 Jan 2020
Deep Learning for Learning Graph Representations Wenwu Zhu Xin Eric Wang Peng Cui GNN AI4CE 16 22 0 02 Jan 2020
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction Aravind Sankar Xinyang Zhang A. Krishnan Jiawei Han GNN 29 81 0 01 Jan 2020
GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms Hanqing Zeng Viktor Prasanna GNN 22 126 0 31 Dec 2019
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica Alessio Micheli Marco Podda AI4CE GNN 58 279 0 29 Dec 2019
Predicting Attributes of Nodes Using Network Structure Sarwan Ali M. Shakeel Imdadullah Khan S. Faizullah Muhammad Asad Khan GNN 20 31 0 27 Dec 2019
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network Yining Hu Suranga Seneviratne Kanchana Thilakarathna K. Fukuda Aruna Seneviratne 29 52 0 27 Dec 2019
Multi-Label Graph Convolutional Network Representation Learning Min Shi Yufei Tang Xingquan Zhu Jianxun Liu 28 23 0 26 Dec 2019
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning Min Shi Yufei Tang Xingquan Zhu Jianxun Liu GNN 28 11 0 26 Dec 2019
Deep Graph Similarity Learning: A Survey Guixiang Ma Nesreen Ahmed Theodore L. Willke Philip S. Yu GNN 26 77 0 25 Dec 2019
Neural Subgraph Isomorphism Counting Xin Liu Haojie Pan Mutian He Yangqiu Song Xin Jiang Lifeng Shang GNN 28 78 0 25 Dec 2019