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
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 27 5 0 17 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 33 74 0 02 Nov 2022
Deep Distance Sensitivity Oracles Davin Jeong Allison Gunby-Mann S. Cohen Maximilian Katzmann Chau Pham Arnav Bhakta Tobias Friedrich Sang Chin 19 0 0 02 Nov 2022
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection Jun Zhan Chengkun Wu Canqun Yang Qiucheng Miao Xiandong Ma AI4TS 16 2 0 01 Nov 2022
GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections Junyuan Fang Haixian Wen Jiajing Wu Qi Xuan Zibin Zheng Chi K. Tse AAML 42 22 0 23 Oct 2022
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction Hansheng Xue Vaibhav Rajan Yu Lin 16 4 0 21 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 14 6 0 19 Oct 2022
A Brief Survey on Representation Learning based Graph Dimensionality Reduction Techniques A. Akella 6 0 0 13 Oct 2022
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings Agapi Rissaki Bruno Scarone David Liu Aditeya Pandey Brennan Klein Tina Eliassi-Rad M. Borkin FaML 21 6 0 12 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 100 0 09 Oct 2022
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision Swetava Ganguli C. V. K. Iyer Vipul Pandey SSL 30 5 0 07 Oct 2022
A Survey on Knowledge Graph-based Methods for Automated Driving J. Luettin Sebastian Monka C. Henson Lavdim Halilaj 28 12 0 30 Sep 2022
A Recommendation Approach based on Similarity-Popularity Models of Complex Networks Abdullah Alhadlaq Said Kerrache Hatim Aboalsamh 15 2 0 29 Sep 2022
Hub-aware Random Walk Graph Embedding Methods for Classification Aleksandar Tomcic Miloš Savić Miloš Radovanović 16 2 0 15 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 21 22 0 07 Sep 2022
A Prufer-Sequence Based Representation of Large Graphs for Structural Encoding of Logic Networks Manjari Pradhan B. Bhattacharya AI4CE 15 2 0 04 Sep 2022
Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao D. Pi Junfu Chen Yufei Liu Zhiyuan Wu GNN 18 0 0 03 Sep 2022
Local Intrinsic Dimensionality Measures for Graphs, with Applications to Graph Embeddings Milovs Savić V. Kurbalija Milovs Radovanović 15 1 0 25 Aug 2022
One Node at a Time: Node-Level Network Classification S. Shai Isaac Jacobs P. Mucha GNN 19 1 0 03 Aug 2022
Anomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks Evan Caville Wai Weng Lo S. Layeghy Marius Portmann 22 88 0 14 Jul 2022
Word Embedding for Social Sciences: An Interdisciplinary Survey Akira Matsui Emilio Ferrara 21 5 0 07 Jul 2022
Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review Parisa Moridian Navid Ghassemi M. Jafari S. Salloum-Asfar Delaram Sadeghi ... A. Subasi R. Alizadehsani Juan M Gorriz Sara A. Abdulla U. Acharya 8 74 0 20 Jun 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering Tong Wang Guanyu Yang Qijia He Zhenquan Zhang Junhua Wu 22 4 0 16 Jun 2022
tBDFS: Temporal Graph Neural Network Leveraging DFS Uriel Singer Haggai Roitman Ido Guy Kira Radinsky AI4CE 23 0 0 12 Jun 2022
A Bird's-Eye Tutorial of Graph Attention Architectures Kaustubh D. Dhole Carl Yang 30 1 0 06 Jun 2022
Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering Eric Chalmers Artur Luczak 21 5 0 19 May 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 34 56 0 19 May 2022
Kronecker Decomposition for Knowledge Graph Embeddings Caglar Demir Julian Lienen A. N. Ngomo 21 3 0 13 May 2022
Completing Networks by Learning Local Connection Patterns Zhang Zhang Ruyi Tao Yongzai Tao Mingze Qi Jiang Zhang GNN 11 0 0 25 Apr 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Jia Wu AI4TS 17 7 0 24 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 21 4 0 18 Apr 2022
Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale Ihab F. Ilyas Theodoros Rekatsinas V. Konda Jeffrey Pound Xiaoguang Qi Mohamed A. Soliman 22 27 0 15 Apr 2022
Finding MNEMON: Reviving Memories of Node Embeddings Yun Shen Yufei Han Zhikun Zhang Min Chen Tingyue Yu Michael Backes Yang Zhang Gianluca Stringhini 21 14 0 14 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
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 32 108 0 04 Apr 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 27 66 0 29 Mar 2022
syslrn: Learning What to Monitor for Efficient Anomaly Detection D. Sanvito G. Siracusano Sharan Santhanam Roberto González Robert Bifulco 8 3 0 29 Mar 2022
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks Yile Chen Xiucheng Li Gao Cong Cheng Long Z. Bao Shang Liu Wanli Gu Fuzheng Zhang 22 11 0 28 Feb 2022
Targeting occupant feedback using digital twins: Adaptive spatial-temporal thermal preference sampling to optimize personal comfort models Mahmoud Abdelrahman Clayton Miller 11 27 0 22 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Feng Xia Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 37 51 0 22 Feb 2022
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs Feng Xia Lei Wang Tao Tang Xin Chen Xiangjie Kong G. Oatley Irwin King GNN 31 32 0 16 Feb 2022
Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey Jiaqi Wen Bogdan Gabrys Katarzyna Musial AI4CE 37 29 0 15 Feb 2022
GlobalWalk: Learning Global-aware Node Embeddings via Biased Sampling Zhengrong Xue Ziao Guo Yiwei Guo 11 0 0 22 Jan 2022
Graph Neural Network-based Android Malware Classification with Jumping Knowledge Wai Weng Lo S. Layeghy Mohanad Sarhan Marcus Gallagher Marius Portmann 17 17 0 19 Jan 2022
Contrastive Laplacian Eigenmaps Hao Zhu Ke Sun Piotr Koniusz 26 45 0 14 Jan 2022
Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network Yan Pang Chao Liu 6 6 0 04 Jan 2022
Attention-Based Recommendation On Graphs Taher Hekmatfar Saman Haratizadeh Parsa Razban S. Goliaei GNN 16 2 0 04 Jan 2022
Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions Xin Wang Ziwei Zhang Haoyang Li Wenwu Zhu 45 2 0 04 Jan 2022
Block Modeling-Guided Graph Convolutional Neural Networks Dongxiao He Chundong Liang Huixin Liu Ming-Chang Wen Pengfei Jiao Zhiyong Feng GNN 29 65 0 27 Dec 2021
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning Honglu Zhou Advith Chegu Samuel S. Sohn Zuohui Fu Gerard de Melo Mubbasir Kapadia 37 6 0 22 Dec 2021