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DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks Wentai Zhang Joe Joseph Yueyan Yin Liuyue Xie T. Furuhata Soji Yamakawa Kenji Shimada Levent Burak Kara 78 13 0 01 Dec 2022
Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation Yingxi Chen Siwei Qiang Mingming Ha Xiaolei Liu Shaoshuai Li Lingfeng Yuan Xiaobo Guo Zheng Hua Zhu 95 3 0 30 Nov 2022
ARISE: Graph Anomaly Detection on Attributed Networks via Substructure Awareness Jingcan Duan Bin Xiao Siwei Wang Haifang Zhou Xinwang Liu AI4TS 72 16 0 28 Nov 2022
LoNe Sampler: Graph node embeddings by coordinated local neighborhood sampling Konstantin Kutzkov 29 5 0 28 Nov 2022
Beyond 1-WL with Local Ego-Network Encodings Nurudin Alvarez-Gonzalez Andreas Kaltenbrunner Vicencc Gómez 86 5 0 27 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 73 6 0 27 Nov 2022
Demystifying Bitcoin Address Behavior via Graph Neural Networks Zhen-Ji Huang Yunyang Huang Peng Qian Jianhai Chen Qinming He GNN 76 6 0 26 Nov 2022
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating Yixin Liu Yizhen Zheng Daokun Zhang V. Lee Shirui Pan 71 79 0 25 Nov 2022
Supervised Hypergraph Reconstruction Yanbang Wang Jon M. Kleinberg 60 2 0 23 Nov 2022
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer Yuqi Chen Hanyuan Zhang Weiwei Sun B. Zheng 71 44 0 23 Nov 2022
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks Xinyu Fu Irwin King 121 21 0 23 Nov 2022
Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks K. Kishan Rui Li Paribesh Regmi Anne R. Haake 46 1 0 22 Nov 2022
Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective Yige Yuan Bingbing Xu Huawei Shen Qi Cao Keting Cen Wen Zheng Xueqi Cheng 77 13 0 20 Nov 2022
Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph Hong Wang Jieyu Zhang Qi Zhu Wei Huang Kenji Kawaguchi X. Xiao 116 14 0 20 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 180 15 0 19 Nov 2022
ReInform: Selecting paths with reinforcement learning for contextualized link prediction M. Speranskaya Sameh Methias Benjamin Roth KELM LRM 64 0 0 19 Nov 2022
Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model Sarwan Ali 80 5 0 19 Nov 2022
Recommending Related Products Using Graph Neural Networks in Directed Graphs Srinivas Virinchi Anoop Saladi Abhirup Mondal 107 9 0 18 Nov 2022
FairMILE: Towards an Efficient Framework for Fair Graph Representation Learning Yuntian He Saket Gurukar Srinivas Parthasarathy FaML 253 3 0 17 Nov 2022
Blurring-Sharpening Process Models for Collaborative Filtering Jeongwhan Choi Seoyoung Hong Noseong Park Sung-Bae Cho 93 46 0 17 Nov 2022
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 75 2 0 16 Nov 2022
Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network Yongbin Li Bingbing Xu Qi Cao Yige Yuan Huawei Shen 40 0 0 16 Nov 2022
Influencer Detection with Dynamic Graph Neural Networks Elena Tiukhova Emiliano Penaloza María Óskarsdóttir Hernán García Alejandro Correa-Bahnsen Bart Baesens M. Snoeck Cristián Bravo GNN 71 5 0 15 Nov 2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation P. D. Siedler AI4CE 75 4 0 14 Nov 2022
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling Jiayun Wu Tao Jia Yansong Wang Li Tao 59 2 0 12 Nov 2022
Self-Supervised Graph Structure Refinement for Graph Neural Networks Jianan Zhao Qianlong Wen Mingxuan Ju Chuxu Zhang Yanfang Ye 102 21 0 12 Nov 2022
Total Variation Graph Neural Networks Jonas Hansen F. Bianchi 127 12 0 11 Nov 2022
MGTCOM: Community Detection in Multimodal Graphs E. Dmitriev M. Chekol S. Wang 54 0 0 10 Nov 2022
Graph representation learning for street networks Mateo Neira R. Murcio SSL GNN AI4TS 30 0 0 09 Nov 2022
Graph Summarization via Node Grouping: A Spectral Algorithm Arpit Merchant M. Mathioudakis Yanhao Wang 47 3 0 08 Nov 2022
Graph Contrastive Learning with Implicit Augmentations Huidong Liang Xingjian Du Bilei Zhu Zejun Ma Ke Chen Junbin Gao 91 30 0 07 Nov 2022
A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization Yandi Li Haobo Gao Yunxuan Gao Jianxiong Guo Weili Wu 140 41 0 06 Nov 2022
Rethinking the positive role of cluster structure in complex networks for link prediction tasks Shan-Shan Zhang Wenjiao Zhang Zhan Bu 70 0 0 04 Nov 2022
Hierarchies over Vector Space: Orienting Word and Graph Embeddings Xingzhi Guo Steven Skiena 46 1 0 02 Nov 2022
Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers Haris Mansoor Sarwan Ali Shafiq Alam Muhammad Asad Khan U. Hassan Imdadullah Khan FaML 88 5 0 01 Nov 2022
Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations Ali Baran Tasdemir Tuna Karacan Emir Kaan Kirmaci Lale Özkahya 28 0 0 30 Oct 2022
Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum Chengxiang Jin Jiajun Zhou Jie Jin Jia-Jian Wu Qi Xuan AI4TS 79 10 0 30 Oct 2022
Bayesian Inference of Transition Matrices from Incomplete Graph Data with a Topological Prior Vincenzo Perri Luka V. Petrović Ingo Scholtes 67 0 0 27 Oct 2022
Implications of sparsity and high triangle density for graph representation learning Hannah Sansford Alexander Modell N. Whiteley Patrick Rubin-Delanchy 75 1 0 27 Oct 2022
HyperEF: Spectral Hypergraph Coarsening by Effective-Resistance Clustering Ali Aghdaei Zhuo Feng 78 9 0 26 Oct 2022
LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering Mário Cardoso Pedro Saleiro P. Bizarro MLAU AI4TS 78 26 0 25 Oct 2022
Line Graph Contrastive Learning for Link Prediction Zehua Zhang Shilin Sun Guixiang Ma Caiming Zhong 62 29 0 25 Oct 2022
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs Haibin Zheng Haiyang Xiong Jinyin Chen Hao-Shang Ma Guohan Huang 108 32 0 25 Oct 2022
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges Mario Alfonso Prado-Romero Bardh Prenkaj Giovanni Stilo F. Giannotti CML 147 35 0 21 Oct 2022
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li Kok Wai Wong Dengya Zhu C. Fung GNN 52 1 0 21 Oct 2022
Global Counterfactual Explainer for Graph Neural Networks Mert Kosan Zexi Huang Sourav Medya Sayan Ranu Ambuj K. Singh 113 52 0 21 Oct 2022
Generalized Reciprocal Perspective Kevin Dick Daniel G. Kyrollos J.R. Green 76 0 0 20 Oct 2022
Low-Rank Representations Towards Classification Problem of Complex Networks Murat Çelik Ali Baran Tasdemir Lale Özkahya GNN 51 0 0 20 Oct 2022
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN Md Nurul Muttakin Md. Iqbal Hossain Md Saidur Rahman GNN 107 2 0 20 Oct 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks Indradyumna Roy Soumen Chakrabarti A. De GNN 67 6 0 20 Oct 2022