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A Comprehensive Survey on Graph Neural Networks
v1v2v3v4 (latest)

A Comprehensive Survey on Graph Neural Networks

3 January 2019
Zonghan Wu
Shirui Pan
Fengwen Chen
Guodong Long
Chengqi Zhang
Philip S. Yu
    FaMLGNNAI4TSAI4CE
ArXiv (abs)PDFHTML

Papers citing "A Comprehensive Survey on Graph Neural Networks"

50 / 3,089 papers shown
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
Shilong Zhang
Wenbo Li
Shoufa Chen
Chongjian Ge
Peize Sun
Yunke Zhang
Yi Jiang
Zehuan Yuan
Binyue Peng
Ping Luo
DiffMVGen
589
0
0
07 Feb 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain AdaptationThe Web Conference (WWW), 2025
Zhen Zhang
Bingsheng He
430
2
0
05 Feb 2025
Learning Traffic Anomalies from Generative Models on Real-Time Observations
Learning Traffic Anomalies from Generative Models on Real-Time ObservationsIEEE International Conference on Signal and Image Processing (ICSIP), 2025
Fotis I. Giasemis
Alexandros Sopasakis
AI4TS
842
1
0
03 Feb 2025
Predict, Cluster, Refine: A Joint Embedding Predictive Self-Supervised Framework for Graph Representation Learning
Predict, Cluster, Refine: A Joint Embedding Predictive Self-Supervised Framework for Graph Representation Learning
Srinitish Srinivasan
Omkumar CU
SSLBDL
510
0
0
02 Feb 2025
Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks
Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks
Lars C.P.M. Quaedvlieg
257
0
0
31 Jan 2025
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization AlgorithmsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2025
Shuaiqun Pan
Yash J. Patel
Aneta Neumann
Frank Neumann
Thomas Bäck
Hao Wang
460
0
0
30 Jan 2025
Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help?
Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help?
Keqi Han
Yao Su
Lifang He
Chen Tang
Sergey Plis
Vince D. Calhoun
Carl Yang
AI4CE
255
1
0
28 Jan 2025
An Aspect Performance-aware Hypergraph Neural Network for Review-based RecommendationWeb Search and Data Mining (WSDM), 2025
Junrui Liu
Tong Li
Di Wu
Zifang Tang
Yuan Fang
Zhen Yang
221
2
0
28 Jan 2025
Fine-grained Graph Rationalization
Fine-grained Graph Rationalization
Zhe Xu
Menghai Pan
Yuzhong Chen
Huiyuan Chen
Yuchen Yan
Mahashweta Das
Hanghang Tong
180
1
0
28 Jan 2025
Fairness Amidst Non-IID Graph Data: A Literature Review
Fairness Amidst Non-IID Graph Data: A Literature ReviewThe AI Magazine (AI Mag.), 2022
Wenbin Zhang
Shimei Pan
Shuigeng Zhou
T. Walsh
FaMLOOD
387
12
0
28 Jan 2025
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning ApproachThe Web Conference (WWW), 2025
Qin Chen
Liang Wang
Bo Zheng
Guojie Song
419
9
0
28 Jan 2025
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear SystemsInternational Conference on Learning Representations (ICLR), 2024
Jie Chen
AI4CE
501
10
0
28 Jan 2025
MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage
MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information LeakageWorld wide web (Bussum) (WWW), 2024
Ying Song
Balaji Palanisamy
392
4
0
28 Jan 2025
C-HDNet: A Fast Hyperdimensional Computing Based Method for Causal Effect Estimation from Networked Observational Data
C-HDNet: A Fast Hyperdimensional Computing Based Method for Causal Effect Estimation from Networked Observational Data
Abhishek Dalvi
Neil Ashtekar
V. Honavar
110
0
0
27 Jan 2025
Principal Graph Encoder Embedding and Principal Community Detection
Principal Graph Encoder Embedding and Principal Community DetectionIEEE Transactions on Network Science and Engineering (IEEE TNS&E), 2025
Cencheng Shen
Yuexiao Dong
Carey E. Priebe
Jonathan Larson
Ha Trinh
Youngser Park
424
5
0
24 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2025
Taoran Fang
Tianhong Gao
Chunping Wang
Yihao Shang
Wei Chow
Lei Chen
Yang Yang
590
4
0
23 Jan 2025
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor SamplingSDM (SDM), 2025
Emir Ceyani
Han Xie
Baturalp Buyukates
Carl Yang
Salman Avestimehr
FedML
528
4
0
22 Jan 2025
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling
Hu Cui
Renjing Huang
Ruoyu Zhang
Tessai Hayama
255
6
0
21 Jan 2025
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric ApplicationsIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2025
Eugenio Borzone
Leandro Di Persia
Matias Gerard
SSL
306
1
0
21 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Michael Schwingshackl
Fabio Francisco Oberweger
Markus Murschitz
266
1
0
20 Jan 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2024
Zhiwei Yang
Yucong Meng
Kexue Fu
Shuo Wang
Zhijian Song
760
9
0
20 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay
Enhancing Graph Self-Supervised Learning with Graph Interplay
Xinjian Zhao
Wei Pang
Xiangru Jian
Yaoyao Xu
Chaolong Ying
Tianshu Yu
646
0
0
17 Jan 2025
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal ForecastingKnowledge Discovery and Data Mining (KDD), 2024
Hao Wu
Haomin Wen
Guibin Zhang
Yutong Xia
Kai Wang
Yuxuan Liang
Yu Zheng
Kun Wang
444
5
0
17 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features
Enhancing Graph Representation Learning with Localized Topological Features
Zuoyu Yan
Qi Zhao
Ze Ye
Tengfei Ma
Liangcai Gao
Zhi Tang
Yusu Wang
Chao Chen
254
4
0
17 Jan 2025
ADKGD: Anomaly Detection in Knowledge Graphs with Dual-Channel TrainingACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2025
Jiayang Wu
Wensheng Gan
Jiahao Zhang
Philip S. Yu
196
3
0
13 Jan 2025
Graph Contrastive Learning on Multi-label Classification for Recommendations
Graph Contrastive Learning on Multi-label Classification for RecommendationsACM Transactions on Intelligent Systems and Technology (TIST), 2025
Jiayang Wu
Wensheng Gan
Huashen Lu
Philip S. Yu
290
2
0
13 Jan 2025
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions
Aidan Hogan
Xin Luna Dong
Denny Vrandečić
Gerhard Weikum
331
11
0
12 Jan 2025
On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications
On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and ApplicationsKnowledge Discovery and Data Mining (KDD), 2025
Hyeonsoo Jo
Hyunjin Hwang
Fanchen Bu
Soo Yong Lee
Chanyoung Park
Kijung Shin
AAML
419
1
0
10 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
Liekang Zeng
Shengyuan Ye
Xu Chen
Xiaoxi Zhang
Ju Ren
Jian Tang
Yang Yang
Xuemin
Shen
500
12
0
08 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
Atmane Ayoub Mansour Bahar
Kamel Soaid Ferrahi
Mohamed-Lamine Messai
H. Seba
Karima Amrouche
374
4
0
08 Jan 2025
OpenGU: A Comprehensive Benchmark for Graph Unlearning
OpenGU: A Comprehensive Benchmark for Graph Unlearning
Bowen Fan
Yuming Ai
Miao Hu
Zhilin Guo
Rong-Hua Li
Guoren Wang
MU
354
8
0
06 Jan 2025
Traits of a Leader: User Influence Level Prediction through Sociolinguistic Modeling
Traits of a Leader: User Influence Level Prediction through Sociolinguistic Modeling
Denys Katerenchuk
Rivka Levitan
TDI
183
0
0
05 Jan 2025
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial ProcessesIEEE International Conference on Systems, Man and Cybernetics (SMC), 2024
Hwa Hui Tew
Gaoxuan Li
Fan Ding
Xuewen Luo
Junn Yong Loo
C. Ting
Z. Y. Ding
Chee Pin Tan
187
2
0
02 Jan 2025
NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics
NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics
Jiawei Zhou
Woojeong Kim
Zhiying Xu
Alexander M. Rush
Minlan Yu
AI4CE
298
1
0
31 Dec 2024
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation
Alexander Du
Yingwu Zhu
3DPC
328
1
0
31 Dec 2024
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph ReasoningNeural Information Processing Systems (NeurIPS), 2024
Jiapu Wang
Kai Sun
Linhao Luo
Wei Wei
Yongli Hu
Alan Wee-Chung Liew
Shirui Pan
Baocai Yin
350
35
0
31 Dec 2024
Introduction to Graph Neural Networks: A Starting Point for Machine
  Learning Engineers
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers
James H. Tanis
Chris Giannella
Adrian V. Mariano
AI4CEGNNFaMLPINN
308
6
0
27 Dec 2024
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph
  Representation Learning
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning
Jaesun Shin
Eunjoo Jeon
Taewon Cho
Namkyeong Cho
Youngjune Gwon
294
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23 Dec 2024
Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning
Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning
Jinming Xing
Dongwen Luo
Qisen Cheng
Chang Xue
Ruilin Xing
148
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0
23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection
Modality-Aware Shot Relating and Comparing for Video Scene DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024
Jiawei Tan
Hongxing Wang
Kang Dang
Jiaxin Li
Zhilong Ou
191
1
0
23 Dec 2024
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study
Liangliang Zhang
Haoran Bao
Yao Ma
AI4CEDD
365
1
0
23 Dec 2024
Rethinking Cancer Gene Identification through Graph Anomaly Analysis
Rethinking Cancer Gene Identification through Graph Anomaly AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2024
Yilong Zang
Lingfei Ren
Yongqian Li
Zhikang Wang
David Selby
Zheng Wang
Sebastian Vollmer
Hongzhi Yin
Jiangning Song
Jian Wu
376
3
0
23 Dec 2024
GraphAgent: Agentic Graph Language Assistant
GraphAgent: Agentic Graph Language Assistant
Yuhao Yang
J. Tang
Lianghao Xia
Xingchen Zou
Yuxuan Liang
Chao Huang
LM&Ro
403
5
0
22 Dec 2024
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
Zhongtian Ma
Qiaosheng Zhang
Bocheng Zhou
Yexin Zhang
Shuyue Hu
Liang Luo
277
0
0
20 Dec 2024
BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks
BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks
Whitney Sloneker
Shalin Patel
Michael Wang
Lorin Crawford
Ritambhara Singh
254
0
0
16 Dec 2024
Asymmetric Learning for Spectral Graph Neural Networks
Asymmetric Learning for Spectral Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2024
Fangbing Liu
Qing Wang
347
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0
16 Dec 2024
Multi-Graph Co-Training for Capturing User Intent in Session-based
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Multi-Graph Co-Training for Capturing User Intent in Session-based RecommendationInternational Conference on Computational Linguistics (COLING), 2024
Zhe Yang
Tiantian Liang
170
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A Decade of Deep Learning: A Survey on The Magnificent Seven
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Dilshod Azizov
Muhammad Arslan Manzoor
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Houcheng Su
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304
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Towards Fair Graph Neural Networks via Graph Counterfactual without
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Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive AttributesIEEE International Conference on Data Engineering (ICDE), 2024
Xuemin Wang
T. Gu
Xuguang Bao
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202
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RAG-based Question Answering over Heterogeneous Data and Text
RAG-based Question Answering over Heterogeneous Data and TextIEEE Data Engineering Bulletin (DEB), 2024
Philipp Christmann
Gerhard Weikum
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376
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