A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

22 September 2017

Hongyun Cai

V. Zheng

Kevin Chen-Chuan Chang

AI4TS

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Papers citing "A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications"

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Title
Visualization Tasks for Unlabelled Graphs Matt I. B. Oddo Ryan Smith Stephen Kobourov Tamara Munzner 34 0 0 19 Apr 2025
Network Alignment R. Tang Ziyun Yong Shuyu Jiang Xingshu Chen Yong-Jin Liu Yang Zhang Gui-Quan Sun Wei Wang 38 0 0 15 Apr 2025
On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion Nasim Shirvani-Mahdavi F. Akrami Chengkai Li 21 0 0 11 Apr 2025
MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage Yongjun He R. Waleffe Zhichao Han Johnu George Binhang Yuan ... Yinan Shan Yang Zhao Debojyoti Dutta Theodoros Rekatsinas Ce Zhang AIFin 33 0 0 02 Apr 2025
ffstruc2vec: Flat, Flexible and Scalable Learning of Node Representations from Structural Identities Mario Heidrich Jeffrey Heidemann Rüdiger Buchkremer Gonzalo Wandosell Fernández de Bobadilla 33 0 0 01 Apr 2025
Deep Cut-informed Graph Embedding and Clustering Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria Cheng Chen GNN 76 2 0 09 Mar 2025
A quantum annealing approach to graph node embedding Hristo N. Djidjev GNN 38 0 0 08 Mar 2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs Jong Ho Jhee Alberto Megina Pacôme Constant Dit Beaufils Matilde Karakachoff Richard Redon Alban Gaignard Adrien Coulet 58 0 0 28 Feb 2025
Accelerating Hardware Verification with Graph Models Raghul Saravanan Sreenitha Kasarapu Sai Manoj P D GNN 80 0 0 03 Jan 2025
Graph Size-imbalanced Learning with Energy-guided Structural Smoothing Jiawen Qin Pengfeng Huang Qingyun Sun Cheng Ji Xingcheng Fu Jianxin Li 36 0 0 23 Dec 2024
GETAE: Graph information Enhanced deep neural NeTwork ensemble ArchitecturE for fake news detection Ciprian-Octavian Truică Elena Simona Apostol Marius Marogel Adrian Paschke GNN 70 0 0 02 Dec 2024
Multistage non-deterministic classification using secondary concept graphs and graph convolutional networks for high-level feature extraction Masoud Kargar Nasim Jelodari Alireza Assadzadeh GNN 37 0 0 09 Nov 2024
Incremental IVF Index Maintenance for Streaming Vector Search J. Mohoney Anil Pacaci S. R. Chowdhury U. F. Minhas Jeffery Pound Cédric Renggli Nima Reyhani Ihab F. Ilyas Theodoros Rekatsinas Shivaram Venkataraman 28 1 0 01 Nov 2024
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis Durgesh Nandini Simon Bloethner Mirco Schoenfeld Mario Larch 11 1 0 19 Oct 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs Bowen Jin Ziqi Pang Bingjun Guo Yu-Xiong Wang Jiaxuan You Jiawei Han DiffM 47 1 0 09 Oct 2024
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph Embedding Xihan Qin Li Liao AI4CE 18 0 0 08 Oct 2024
TopER: Topological Embeddings in Graph Representation Learning Astrit Tola Funmilola Mary Taiwo Cüneyt Gürcan Akçora Baris Coskunuzer 30 0 0 02 Oct 2024
Log2graphs: An Unsupervised Framework for Log Anomaly Detection with Efficient Feature Extraction Caihong Wang Du Xu Zonghang Li 21 0 0 18 Sep 2024
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment Sevinj Teymurova Ernesto Jiménez-Ruiz Tillman Weyde Jiaoyan Chen 47 1 0 12 Aug 2024
A Structural Feature-Based Approach for Comprehensive Graph Classification Saiful Islam M. Hasan P. Khanra 35 2 0 10 Aug 2024
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction Yuchen Wang Ziyi Guo Haixia Bi Danfeng Hong Chen Xu SSL 27 2 0 08 Aug 2024
Deep Generative Models for Subgraph Prediction Erfaneh Mahmoudzadeh Parmis Naddaf Kiarash Zahirnia Oliver Schulte BDL GNN 33 0 0 07 Aug 2024
Review of Explainable Graph-Based Recommender Systems Thanet Markchom Huizhi Liang James Ferryman XAI 21 0 0 31 Jul 2024
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning Qiuyu Zhu Liang Zhang Qianxiong Xu Kaijun Liu Cheng Long Xiaoyang Wang 37 0 0 18 Jul 2024
Symmetry-driven embedding of networks in hyperbolic space Simon Lizotte Jean-Gabriel Young Antoine Allard 32 1 0 15 Jun 2024
A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs Elika Bozorgi Sakher Khalil Alqaiidi Afsaneh Shams H. Arabnia Krzysztof Kochut 39 0 0 11 Jun 2024
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks Dongrui Fan Xiaoyang Lin Renchi Yang Hongtao Wang 39 2 0 08 Jun 2024
Protein pathways as a catalyst to directed evolution of the topology of artificial neural networks Oscar Lao Konstantinos Zacharopoulos A. Fournaris Rossano Schifanella Ioannis Arapakis 50 0 0 07 Jun 2024
Efficient Graph Encoder Embedding for Large Sparse Graphs in Python Xihan Qin Cencheng Shen GNN 38 2 0 06 Jun 2024
Heterophilous Distribution Propagation for Graph Neural Networks Zhuonan Zheng Sheng Zhou Hongjia Xu Ming Gu Yilun Xu Ao Li Yuhong Li Jingjun Gu Jiajun Bu 53 0 0 31 May 2024
Automatic Graph Topology-Aware Transformer Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Shuyuan Yang ViT 34 2 0 30 May 2024
Identifiability of a statistical model with two latent vectors: Importance of the dimensionality relation and application to graph embedding Hiroaki Sasaki CML 33 0 0 30 May 2024
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation Bruno Deprez Toon Vanderschueren Bart Baesens Tim Verdonck Wouter Verbeke 55 4 0 29 May 2024
Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network Dingyi Zhuang Qingyi Wang Yunhan Zheng Xiaotong Guo Shenhao Wang Haris N. Koutsopoulos Jinhua Zhao 19 0 0 23 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network Chenglin Li Yuanzhen Xie Chenyun Yu Lei Cheng Bo Hu Zang Li Di Niu 38 0 0 11 May 2024
Process Mining Embeddings: Learning Vector Representations for Petri Nets J. Colonna Ahmed A. Fares Márcio Duarte Ricardo Sousa AI4TS 16 2 0 26 Apr 2024
Multi-View Subgraph Neural Networks: Self-Supervised Learning with Scarce Labeled Data Zhenzhong Wang Qingyuan Zeng Wanyu Lin Min Jiang Kay Chen Tan SSL 34 2 0 19 Apr 2024
DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation Xin Zhang Ling Chen Xing Tang Hongyu Shi 19 0 0 02 Apr 2024
Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction Asma Sattar Georgios Deligiorgis Marco Trincavelli Davide Bacciu OOD 27 0 0 17 Mar 2024
Link Prediction for Social Networks using Representation Learning and Heuristic-based Features Samarth Khanna Sree Bhattacharyya Sudipto Ghosh Kushagra Agarwal Asit Kumar Das GNN AI4TS 21 1 0 13 Mar 2024
An Efficient Learning-based Solver Comparable to Metaheuristics for the Capacitated Arc Routing Problem Runze Guo Feng Xue Anlong Ming N. Sebe 37 0 0 11 Mar 2024
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining Yanchao Tan Hang Lv Xin Huang Jiawei Zhang Shiping Wang Carl Yang 45 11 0 02 Mar 2024
BuffGraph: Enhancing Class-Imbalanced Node Classification via Buffer Nodes Qian Wang Zemin Liu Zhen Zhang Bingsheng He 27 1 0 20 Feb 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 47 5 0 09 Feb 2024
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques Qiheng Mao Zemin Liu Chenghao Liu Zhuo Li Jianling Sun 19 7 0 04 Feb 2024
An embedding-based distance for temporal graphs Lorenzo DallÁmico Alain Barrat C. Cattuto 15 3 0 23 Jan 2024
Machine Learning on Dynamic Graphs: A Survey on Applications Sanaz Hasanzadeh Fard AI4CE 26 3 0 16 Jan 2024
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature Chunjiang Liu Yikun Han Haiyun Xu Shihan Yang Kaidi Wang Yongye Su 25 6 0 04 Jan 2024
Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural Networks Zheyi Qin Randy Paffenroth A. Jayasumana GNN 17 1 0 03 Dec 2023
Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach Kai Li Jingjing Zheng Xinnan Yuan W. Ni Ozgur B. Akan H. Vincent Poor AAML 24 15 0 30 Nov 2023