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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
RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics Laixin Xie Ziming Wu Peng Xu Wei Li Xiaojuan Ma Quan Li 69 6 0 19 Oct 2022
Weakly Supervised Learning for Analyzing Political Campaigns on Facebook Tunazzina Islam Shamik Roy Dan Goldwasser 67 8 0 19 Oct 2022
Graph sampling for node embedding Li‐Chun Zhang 53 0 0 19 Oct 2022
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP Jie Chen Shouzhen Chen Mingyuan Bai Junbin Gao Junping Zhang Jian Pu 95 11 0 18 Oct 2022
Graph Anomaly Detection with Unsupervised GNNs Lingxiao Zhao Saurabh Sawlani Arvind Srinivasan Leman Akoglu 80 18 0 18 Oct 2022
Unifying Graph Contrastive Learning with Flexible Contextual Scopes Yizhen Zheng Yu Zheng Xiaofei Zhou Chen Gong V. Lee Shirui Pan 100 17 0 17 Oct 2022
One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium Vincenzo Perri Lisi Qarkaxhija Albin Zehe Andreas Hotho Ingo Scholtes AI4CE 47 6 0 14 Oct 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu Kefei Duan Junwei Yang Hanwen Xu Ming Zhang Sheng Wang MoE 86 0 0 14 Oct 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 62 0 0 14 Oct 2022
Behavioral graph fraud detection in E-commerce Hang Yin Zitao Zhang Zhurong Wang Yilmazcan Ozyurt Weiming Liang Wenyu Dong Yang Zhao Yinan Shan 28 1 0 13 Oct 2022
A Brief Survey on Representation Learning based Graph Dimensionality Reduction Techniques A. Akella 38 0 0 13 Oct 2022
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh Chawla Neil Shah Tong Zhao 126 43 0 11 Oct 2022
Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions Yunlei Liang Jiawei Zhu Wen-Gui Ye Song Gao GNN 28 18 0 10 Oct 2022
Towards Real-Time Temporal Graph Learning Deniz Gurevin Mohsin Shan Tong Geng Weiwen Jiang Caiwen Ding O. Khan AI4TS AI4CE 90 0 0 08 Oct 2022
Learning the Network of Graphs for Graph Neural Networks Yixiang Shan Jielong Yang Xing Liu Yixing Gao Hechang Chen Shiping Ge 72 0 0 08 Oct 2022
Dynamic Latent Separation for Deep Learning Yi-Lin Tuan Zih-Yun Chiu William Yang Wang 101 0 0 07 Oct 2022
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision Swetava Ganguli C. V. K. Iyer Vipul Pandey SSL 102 5 0 07 Oct 2022
Expander Graph Propagation Andreea Deac Marc Lackenby Petar Velivcković 164 58 0 06 Oct 2022
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming Kshitij Goyal Wannes Meert Hendrik Blockeel E. V. Wolputte Koen Vanderstraeten Wouter Pijpops Kurt Jaspers 78 1 0 04 Oct 2022
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction Zixiao Wang Yuluo Guo Jin Zhao Yu Zhang Hui Yu Xiaofei Liao Biao Wang Ting Yu DiffM GNN 135 7 0 04 Oct 2022
Understanding Substructures in Commonsense Relations in ConceptNet Ke Shen Mayank Kejriwal NAI 70 2 0 03 Oct 2022
TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation Zehong Wang Qi Li Donghua Yu 72 3 0 03 Oct 2022
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies Xue Liu Dan Sun X. Cao Hao Ye Wei Wei 79 0 0 02 Oct 2022
Heterogeneous Graph Contrastive Multi-view Learning Zehong Wang Qi Li Donghua Yu Xiaolong Han Xiaohong Gao Shigen Shen 99 34 0 01 Oct 2022
Contrastive Graph Few-Shot Learning Chunhui Zhang Hongfu Liu Jundong Li Yanfang Ye Chuxu Zhang 90 1 0 30 Sep 2022
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs Sudhanshu Chanpuriya Ryan Rossi Sungchul Kim Tong Yu Jane Hoffswell Nedim Lipka Shunan Guo Cameron Musco AI4TS 137 10 0 30 Sep 2022
Graph Neural Networks for Link Prediction with Subgraph Sketching B. Chamberlain S. Shirobokov Emanuele Rossi Fabrizio Frasca Thomas Markovich Nils Y. Hammerla Michael M. Bronstein Max Hansmire 139 91 0 30 Sep 2022
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 94 2 0 29 Sep 2022
Trading off Quality for Efficiency of Community Detection: An Inductive Method across Graphs Meng Qin Chao Zhang Bo Bai Gong Zhang Dit-Yan Yeung 68 2 0 29 Sep 2022
Graph Soft-Contrastive Learning via Neighborhood Ranking Zhiyuan Ning P. Wang Pengyang Wang Ziyue Qiao Wei Fan Denghui Zhang Yi Du Yuanchun Zhou 105 17 0 28 Sep 2022
GPatch: Patching Graph Neural Networks for Cold-Start Recommendations Hao Chen Zefan Wang Yue Xu Xiao Huang Feiran Huang 59 1 0 25 Sep 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 98 10 0 20 Sep 2022
Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda 65 1 0 19 Sep 2022
De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs Lisi Qarkaxhija Vincenzo Perri Ingo Scholtes CML AI4CE 67 10 0 17 Sep 2022
Flashlight: Scalable Link Prediction with Effective Decoders Yiwei Wang Bryan Hooi Yozen Liu Tong Zhao Zhichun Guo Neil Shah BDL 141 6 0 17 Sep 2022
A Systematic Evaluation of Node Embedding Robustness Alexandru Mara Jefrey Lijffijt Stephan Günnemann T. D. Bie AAML 78 0 0 16 Sep 2022
Hub-aware Random Walk Graph Embedding Methods for Classification Aleksandar Tomcic Miloš Savić Miloš Radovanović 79 3 0 15 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 125 96 0 15 Sep 2022
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks Simiao Zuo Haoming Jiang Qingyu Yin Xianfeng Tang Bing Yin Tuo Zhao 63 0 0 15 Sep 2022
MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms Yuke Wang Boyuan Feng Zheng Wang Tong Geng Kevin J. Barker Ang Li Yufei Ding GNN 123 29 0 14 Sep 2022
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs Nhat-Khang Ngô Truong-Son Hy Risi Kondor BDL GNN 79 5 0 14 Sep 2022
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos Jun-Bin Zhang Pei-Hsuan Tsai Meng-Hsun Tsai 145 21 0 13 Sep 2022
A Complex Network based Graph Embedding Method for Link Prediction Said Kerrache Hafida Benhidour 32 1 0 11 Sep 2022
Towards Sparsification of Graph Neural Networks Hongwu Peng Deniz Gurevin Shaoyi Huang Tong Geng Weiwen Jiang O. Khan Caiwen Ding GNN 103 25 0 11 Sep 2022
Machine Learning Partners in Criminal Networks Diego D. Lopes B. R. D. Cunha Alvaro F. Martins S. Gonçalves E. Lenzi Q. Hanley M. Perc H. V. Ribeiro 57 25 0 07 Sep 2022
Being Automated or Not? Risk Identification of Occupations with Graph Neural Networks Dawei Xu Haoran Yang Marian-Andrei Rizoiu Guandong Xu 32 0 0 06 Sep 2022
A Prufer-Sequence Based Representation of Large Graphs for Structural Encoding of Logic Networks Manjari Pradhan B. Bhattacharya AI4CE 44 2 0 04 Sep 2022
Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees Jiaqian Ren Lei Jiang Hao Peng Lingjuan Lyu Zhiwei Liu Chaochao Chen Hongzhi Zhang Xu Bai Philip S. Yu 77 13 0 04 Sep 2022
Phishing URL Detection: A Network-based Approach Robust to Evasion Taeri Kim Noseong Park Jiwon Hong Sang-Wook Kim 71 24 0 03 Sep 2022
Representing Social Networks as Dynamic Heterogeneous Graphs Negar Maleki Balaji Padmanabhan K. Dutta 55 3 0 02 Sep 2022