Graph Embedding Techniques, Applications, and Performance: A Survey

8 May 2017

Papers citing "Graph Embedding Techniques, Applications, and Performance: A Survey"

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Title
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions Shengrui XU Tianchi Lu Zikun Wang Jixiu Zhai 32 0 0 03 Apr 2025
Unifying Structural Proximity and Equivalence for Enhanced Dynamic Network Embedding Suchanuch Piriyasatit Chaohao Yuan Ercan Engin Kuruoglu 50 0 0 14 Mar 2025
Simbanex: Similarity-based Exploration of IEEE VIS Publications Daniel Witschard Ilir Jusufi Andreas Kerren 21 0 0 31 Aug 2024
Symmetry-driven embedding of networks in hyperbolic space Simon Lizotte Jean-Gabriel Young Antoine Allard 32 1 0 15 Jun 2024
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation Bruno Deprez Toon Vanderschueren Bart Baesens Tim Verdonck Wouter Verbeke 49 4 0 29 May 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 45 5 0 09 Feb 2024
GeoAI in Social Science Wenwen Li AI4CE 17 4 0 19 Dec 2023
Towards the Inferrence of Structural Similarity of Combinatorial Landscapes Mingyu Huang Ke Li 26 0 0 05 Dec 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 29 8 0 30 Jul 2023
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 23 0 0 04 Jun 2023
Graph Embedding Augmented Skill Rating System Jiasheng Wang 20 1 0 17 Apr 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 46 141 0 11 Apr 2023
TBDetector:Transformer-Based Detector for Advanced Persistent Threats with Provenance Graph Nan Wang Xuezhi Wen Dalin Zhang Xibin Zhao Jiahui Ma Mengxia Luo Sen Nie Shi Wu Jiqiang Liu 16 5 0 06 Apr 2023
Towards Ranking Schemas by Focus Mattia Fumagalli D. Shi Fausto Giunchiglia 13 0 0 27 Feb 2023
LaSER: Language-Specific Event Recommendation Sara Abdollahi Simon Gottschalk Elena Demidova 19 4 0 24 Feb 2023
SF-SGL: Solver-Free Spectral Graph Learning from Linear Measurements Ying Zhang Zhiqiang Zhao Zhuo Feng 38 2 0 09 Feb 2023
Model-based inexact graph matching on top of CNNs for semantic scene understanding Jérémy Chopin Jean-Baptiste Fasquel Harold Mouchère Rozenn Dahyot Isabelle Bloch 29 6 0 18 Jan 2023
Trace Encoding in Process Mining: a survey and benchmarking Sylvio Barbon Junior Paolo Ceravolo R. Oyamada G. Tavares AI4TS 23 20 0 05 Jan 2023
Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification Jun-Liang Lin Yuan Wan Jingwen Xu X. Qi 28 0 0 04 Dec 2022
A survey on the development status and application prospects of knowledge graph in smart grids Jian Wang Xi Wang Chaoqun Ma Lei Kou 27 74 0 02 Nov 2022
Self-Optimizing Feature Transformation Meng Xiao Dongjie Wang Min-Ying Wu Kunpeng Liu Hui Xiong Yuanchun Zhou Yanjie Fu 33 3 0 16 Sep 2022
Hub-aware Random Walk Graph Embedding Methods for Classification Aleksandar Tomcic Miloš Savić Miloš Radovanović 11 2 0 15 Sep 2022
20 years of network community detection S. Fortunato Mark E. J. Newman GNN 13 132 0 30 Jul 2022
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction Dongjie Wang Yanjie Fu Kunpeng Liu Xiaolin Li Yan Solihin 19 27 0 28 May 2022
Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks Xiao Han Leye Wang Junjie Wu Yuncong Yang 18 4 0 28 May 2022
Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering Eric Chalmers Artur Luczak 19 5 0 19 May 2022
A Mutually Exciting Latent Space Hawkes Process Model for Continuous-time Networks Zhipeng Huang Hadeel Soliman Subhadeep Paul Kevin S. Xu 13 11 0 19 May 2022
TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection Sijia Li Gaopeng Gou Chang Liu Chengshang Hou Zhenzhen Li G. Xiong GNN 13 86 0 28 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 19 4 0 18 Apr 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 26 29 0 06 Apr 2022
Neighbor Enhanced Graph Convolutional Networks for Node Classification and Recommendation Hao Chen Zhong Huang Yue Xu Zengde Deng Feiran Huang Peng He Zhoujun Li GNN 11 50 0 30 Mar 2022
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification Sean Current Yuntian He Saket Gurukar Srinivas Parthasarathy 23 13 0 27 Jan 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 37 29 0 13 Jan 2022
Entropic Optimal Transport in Random Graphs Nicolas Keriven OT 18 4 0 11 Jan 2022
$Asymptotics of $\ell_2$ Regularized Network Embeddings$ Asymptotics of $\ell_2$ Regularized Network Embeddings A. Davison 23 0 0 05 Jan 2022
Semi-Supervised Graph Attention Networks for Event Representation Learning João Pedro Rodrigues Mattos R. Marcacini GNN 14 4 0 02 Jan 2022
Graph attentive feature aggregation for text-independent speaker verification Hye-jin Shim Ju-Sung Heo Jae-han Park Gareth Lee Ha-Jin Yu 35 16 0 23 Dec 2021
Unsupervised Matching of Data and Text N. Ahmadi H. Sand Paolo Papotti 32 19 0 16 Dec 2021
Model Stealing Attacks Against Inductive Graph Neural Networks Yun Shen Xinlei He Yufei Han Yang Zhang 16 60 0 15 Dec 2021
TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors Haibin Zheng Minying Ma Jinyin Chen Haiyang Xiong Zhijun Yang 17 9 0 26 Nov 2021
AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020 Jin Xu Mingjian Chen Jianqiang Huang Xingyuan Tang Ke Hu Jian Li Jia Cheng Jun Lei 20 2 0 25 Nov 2021
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods Wenqing Zheng Edward W. Huang Nikhil S. Rao S. Katariya Zhangyang Wang Karthik Subbian 29 62 0 08 Nov 2021
A Broader Picture of Random-walk Based Graph Embedding Zexi Huang A. Silva Ambuj K. Singh 13 49 0 24 Oct 2021
Topologically Regularized Data Embeddings R. Vandaele Bo Kang Jefrey Lijffijt T. D. Bie Yvan Saeys 13 9 0 18 Oct 2021
Scalable Graph Embedding LearningOn A Single GPU Azita Nouri Philip E. Davis P. Subedi M. Parashar GNN 28 1 0 13 Oct 2021
Multi-Relation Aware Temporal Interaction Network Embedding Ling Chen Shanshan Yu Dandan Lyu Da Wang AI4TS 25 1 0 09 Oct 2021
Learning Ideological Embeddings from Information Cascades Corrado Monti Giuseppe Manco Çigdem Aslay Francesco Bonchi 22 10 0 28 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 37 22 0 20 Sep 2021
Unsupervised Domain-adaptive Hash for Networks Tao He Lianli Gao Jingkuan Song Yuan-Fang Li 18 1 0 20 Aug 2021
Graph Constrained Data Representation Learning for Human Motion Segmentation Mariella Dimiccoli Lluís Garrido Guillem Rodríguez Corominas H. Wendt SSL 10 4 0 28 Jul 2021