DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

50 / 2,442 papers shown

Title
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 33 5 0 15 Nov 2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation P. D. Siedler AI4CE 38 4 0 14 Nov 2022
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling Jiayun Wu Tao Jia Yansong Wang Li Tao 6 2 0 12 Nov 2022
Self-Supervised Graph Structure Refinement for Graph Neural Networks Jianan Zhao Qianlong Wen Mingxuan Ju Chuxu Zhang Yanfang Ye 45 20 0 12 Nov 2022
Total Variation Graph Neural Networks Jonas Hansen F. Bianchi 38 12 0 11 Nov 2022
MGTCOM: Community Detection in Multimodal Graphs E. Dmitriev M. Chekol S. Wang 25 0 0 10 Nov 2022
Graph Summarization via Node Grouping: A Spectral Algorithm Arpit Merchant M. Mathioudakis Yanhao Wang 22 2 0 08 Nov 2022
Graph Contrastive Learning with Implicit Augmentations Huidong Liang Xingjian Du Bilei Zhu Zejun Ma Ke Chen Junbin Gao 32 29 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 32 39 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 24 0 0 04 Nov 2022
Hierarchies over Vector Space: Orienting Word and Graph Embeddings Xingzhi Guo Steven Skiena 22 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 30 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 16 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 31 9 0 30 Oct 2022
Bayesian Inference of Transition Matrices from Incomplete Graph Data with a Topological Prior Vincenzo Perri Luka V. Petrović Ingo Scholtes 31 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 30 1 0 27 Oct 2022
HyperEF: Spectral Hypergraph Coarsening by Effective-Resistance Clustering Ali Aghdaei Zhuo Feng 30 8 0 26 Oct 2022
LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering Mário Cardoso Pedro Saleiro P. Bizarro MLAU AI4TS 32 23 0 25 Oct 2022
Line Graph Contrastive Learning for Link Prediction Zehua Zhang Shilin Sun Guixiang Ma Caiming Zhong 17 27 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 52 28 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 36 30 0 21 Oct 2022
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li Kok Wai Wong Dengya Zhu C. Fung GNN 22 1 0 21 Oct 2022
Global Counterfactual Explainer for Graph Neural Networks Mert Kosan Zexi Huang Sourav Medya Sayan Ranu Ambuj K. Singh 39 47 0 21 Oct 2022
Generalized Reciprocal Perspective Kevin Dick Daniel G. Kyrollos J.R. Green 31 0 0 20 Oct 2022
Low-Rank Representations Towards Classification Problem of Complex Networks Murat Çelik Ali Baran Tasdemir Lale Özkahya GNN 21 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 25 2 0 20 Oct 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks Indradyumna Roy Soumen Chakrabarti A. De GNN 43 6 0 20 Oct 2022
RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics Laixin Xie Ziming Wu Peng Xu Wei Li Xiaojuan Ma Quan Li 22 6 0 19 Oct 2022
Weakly Supervised Learning for Analyzing Political Campaigns on Facebook Tunazzina Islam Shamik Roy Dan Goldwasser 23 6 0 19 Oct 2022
Graph sampling for node embedding Li‐Chun Zhang 18 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 42 10 0 18 Oct 2022
Graph Anomaly Detection with Unsupervised GNNs Lingxiao Zhao Saurabh Sawlani Arvind Srinivasan Leman Akoglu 39 17 0 18 Oct 2022
Unifying Graph Contrastive Learning with Flexible Contextual Scopes Yizhen Zheng Yu Zheng Xiaofei Zhou Chen Gong V. Lee Shirui Pan 40 16 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 22 4 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 35 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 30 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 16 1 0 13 Oct 2022
A Brief Survey on Representation Learning based Graph Dimensionality Reduction Techniques A. Akella 19 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 32 41 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 9 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 45 0 0 08 Oct 2022
Learning the Network of Graphs for Graph Neural Networks Yixiang Shan Jielong Yang Xing Liu Yixing Gao Hechang Chen S. Ge 14 0 0 08 Oct 2022
Dynamic Latent Separation for Deep Learning Yi-Lin Tuan Zih-Yun Chiu William Yang Wang 36 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 37 5 0 07 Oct 2022
Expander Graph Propagation Andreea Deac Marc Lackenby Petar Velivcković 96 54 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 30 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 34 6 0 04 Oct 2022
Understanding Substructures in Commonsense Relations in ConceptNet Ke Shen Mayank Kejriwal NAI 20 2 0 03 Oct 2022
TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation Zehong Wang Qi Li Donghua Yu 27 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 20 0 0 02 Oct 2022