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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
Graph Neural Diffusion via Generalized Opinion Dynamics
Graph Neural Diffusion via Generalized Opinion Dynamics
Asela Hevapathige
Asiri Wijesinghe
Ahad N. Zehmakan
DiffMAI4CE
142
2
0
15 Aug 2025
Hybrid-Hierarchical Fashion Graph Attention Network for Compatibility-Oriented and Personalized Outfit Recommendation
Hybrid-Hierarchical Fashion Graph Attention Network for Compatibility-Oriented and Personalized Outfit Recommendation
Sajjad Saed
Babak Teimourpour
149
1
0
14 Aug 2025
Graph Learning via Logic-Based Weisfeiler-Leman Variants and Tabularization
Graph Learning via Logic-Based Weisfeiler-Leman Variants and Tabularization
Reijo Jaakkola
Tomi Janhunen
Antti Kuusisto
Magdalena Ortiz
Matias Selin
M. Šimkus
106
0
0
14 Aug 2025
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection
Yunfeng Zhao
Yixin Liu
Shiyuan Li
Qingfeng Chen
Yu Zheng
Shirui Pan
191
2
0
14 Aug 2025
CitySeg: A 3D Open Vocabulary Semantic Segmentation Foundation Model in City-scale Scenarios
CitySeg: A 3D Open Vocabulary Semantic Segmentation Foundation Model in City-scale Scenarios
Jialei Xu
Zizhuang Wei
Weikang You
Linyun Li
Weijian Sun
3DPC
166
1
0
13 Aug 2025
Implicit Hypergraph Neural Networks: A Stable Framework for Higher-Order Relational Learning with Provable Guarantees
Implicit Hypergraph Neural Networks: A Stable Framework for Higher-Order Relational Learning with Provable Guarantees
Xiaoyu Li
Guangyu Tang
Jiaojiao Jiang
155
1
0
13 Aug 2025
Differentiated Information Mining: A Semi-supervised Learning Framework for GNNs
Differentiated Information Mining: A Semi-supervised Learning Framework for GNNs
L. xilinx Wang
Kai Liu
116
0
0
12 Aug 2025
GRAVITY: A Controversial Graph Representation Learning for Vertex Classification
GRAVITY: A Controversial Graph Representation Learning for Vertex Classification
Etienne Gael Tajeuna
Jean Marie Tshimula
86
0
0
12 Aug 2025
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks
Rui Miao
Yixin Liu
Yili Wang
Xu Shen
Yue Tan
Yiwei Dai
Shirui Pan
Xin Wang
AAML
198
9
0
11 Aug 2025
MOTGNN: Interpretable Graph Neural Networks for Multi-Omics Disease Classification
MOTGNN: Interpretable Graph Neural Networks for Multi-Omics Disease Classification
Tiantian Yang
Zhiqian Chen
AI4CE
43
1
0
10 Aug 2025
Deep Learning for School Dropout Detection: A Comparison of Tabular and Graph-Based Models for Predicting At-Risk Students
Deep Learning for School Dropout Detection: A Comparison of Tabular and Graph-Based Models for Predicting At-Risk Students
Pablo G. Almeida
Guilherme Silva
Valéria de Carvalho Santos
Gladston J. P. Moreira
Pedro H. L. Silva
Eduardo José da Silva Luz
94
0
0
09 Aug 2025
Learning Geometric-Aware Quadrature Rules for Functional Minimization
Learning Geometric-Aware Quadrature Rules for Functional Minimization
Costas Smaragdakis
70
0
0
07 Aug 2025
Graph-based Event Log Repair
Graph-based Event Log Repair
Sebastiano Dissegna
Chiara Di Francescomarino
M. Ronzani
28
0
0
07 Aug 2025
Comparing Normalization Methods for Portfolio Optimization with Reinforcement Learning
Comparing Normalization Methods for Portfolio Optimization with Reinforcement Learning
Caio de Souza Barbosa Costa
Anna Helena Reali Costa
54
0
0
05 Aug 2025
GEDAN: Learning the Edit Costs for Graph Edit Distance
GEDAN: Learning the Edit Costs for Graph Edit Distance
Francesco Leonardi
Markus Orsi
Jean-Louis Reymond
Kaspar Riesen
GNN
188
0
0
05 Aug 2025
Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional Network
Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Tao Chen
Dan Zhang
Da Chen
Huazhu Fu
Kai Jin
Shanshan Wang
Laurent D. Cohen
Yitian Zhao
Quanyong Yi
Jiong Zhang
139
0
0
05 Aug 2025
GaitAdapt: Continual Learning for Evolving Gait Recognition
GaitAdapt: Continual Learning for Evolving Gait Recognition
JingJie Wang
Shunli Zhang
Xiang Wei
Senmao Tian
CLL
135
2
0
05 Aug 2025
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs
Xi Chen
J. Yang
Junjie Zhang
Runnan Yang
Xu Liu
Hong Wang
Tinghui Zheng
Ziyu Ren
Wenqi Hu
116
0
0
04 Aug 2025
Federated Graph Unlearning
Federated Graph Unlearning
Yuming Ai
Xunkai Li
Jiaqi Chao
Bowen Fan
Zhengyu Wu
Yinlin Zhu
Rong-Hua Li
Guoren Wang
MU
150
1
0
04 Aug 2025
Forecasting West Nile virus with deep graph encoders
Forecasting West Nile virus with deep graph encoders
Ethan Greiffenstein
Trevor Harris
Rebecca Smith
110
0
0
04 Aug 2025
RelMap: Reliable Spatiotemporal Sensor Data Visualization via Imputative Spatial Interpolation
RelMap: Reliable Spatiotemporal Sensor Data Visualization via Imputative Spatial Interpolation
Juntong Chen
Huayuan Ye
He Zhu
Siwei Fu
Changbo Wang
Chenhui Li
247
1
0
02 Aug 2025
Neighbor-Sampling Based Momentum Stochastic Methods for Training Graph Neural Networks
Neighbor-Sampling Based Momentum Stochastic Methods for Training Graph Neural Networks
Molly Noel
Gabriel Mancino-Ball
Yangyang Xu
GNN
142
0
0
01 Aug 2025
Invariant Graph Transformer for Out-of-Distribution Generalization
Invariant Graph Transformer for Out-of-Distribution Generalization
Tianyin Liao
Ziwei Zhang
Yufei Sun
Chunyu Hu
Jianxin Li
OOD
182
1
0
01 Aug 2025
INSPIRE-GNN: Intelligent Sensor Placement to Improve Sparse Bicycling Network Prediction via Reinforcement Learning Boosted Graph Neural Networks
INSPIRE-GNN: Intelligent Sensor Placement to Improve Sparse Bicycling Network Prediction via Reinforcement Learning Boosted Graph Neural Networks
Mohit Gupta
Debjit Bhowmick
Rhys Newbury
Meead Saberi
Shirui Pan
Ben Beck
108
1
0
31 Jul 2025
Hybrid Hypergraph Networks for Multimodal Sequence Data Classification
Hybrid Hypergraph Networks for Multimodal Sequence Data Classification
Feng Xu
Hui Wang
Yuting Huang
Danwei Zhang
Zizhu Fan
113
0
0
30 Jul 2025
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects
Yixin Liu
Guibin Zhang
Kun Wang
Shiyuan Li
Shirui Pan
LLMAGLM&Ro
314
5
0
29 Jul 2025
Hierarchical Graph Neural Network for Compressed Speech Steganalysis
Hierarchical Graph Neural Network for Compressed Speech SteganalysisArray (Array), 2025
Mustapha Hemis
Hamza Kheddar
Mohamed Chahine Ghanem
Bachir Boudraa
280
1
0
29 Jul 2025
Attributed Graph Clustering with Multi-Scale Weight-Based Pairwise Coarsening and Contrastive Learning
Attributed Graph Clustering with Multi-Scale Weight-Based Pairwise Coarsening and Contrastive Learning
Binxiong Li
Yuefei Wang
Binyu Zhao
Heyang Gao
Benhan Yang
Quanzhou Luo
Xue Li
Xu Xiang
Yujie Liu
Huijie Tang
102
1
0
28 Jul 2025
BuildSTG: A Multi-building Energy Load Forecasting Method using Spatio-Temporal Graph Neural Network
BuildSTG: A Multi-building Energy Load Forecasting Method using Spatio-Temporal Graph Neural NetworkEnergy and Buildings (Energy Build.), 2025
Yongzheng Liu
Yiming Wang
Po Xu
Yingjie Xu
Yuntian Chen
Dongxiao Zhang
AI4TS
229
3
0
28 Jul 2025
Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks
Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks
K. Li
Di Wu
Jun Bai
Jing Xu
Lei Yang
Ziyi Zhang
Yiliao Song
Wencheng Yang
Taotao Cai
Yan Li
AAMLFedML
208
0
0
26 Jul 2025
Geometric Multi-color Message Passing Graph Neural Networks for Blood-brain Barrier Permeability Prediction
Geometric Multi-color Message Passing Graph Neural Networks for Blood-brain Barrier Permeability Prediction
T. Nguyen
M. Rana
Farjana Tasnim Mukta
Chang-Guo Zhan
D. Nguyen
347
0
0
25 Jul 2025
PBiLoss: Popularity-Aware Regularization to Improve Fairness in Graph-Based Recommender Systems
PBiLoss: Popularity-Aware Regularization to Improve Fairness in Graph-Based Recommender Systems
Mohammad Naeimi
Mostafa Haghir Chehreghani
250
0
0
25 Jul 2025
NAICS-Aware Graph Neural Networks for Large-Scale POI Co-visitation Prediction: A Multi-Modal Dataset and Methodology
NAICS-Aware Graph Neural Networks for Large-Scale POI Co-visitation Prediction: A Multi-Modal Dataset and Methodology
Yazeed Alrubyli
Omar Alomeir
Abrar Wafa
Diána Hidvégi
Hend Alrasheed
Mohsen Bahrami
AI4TS
139
0
0
25 Jul 2025
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks
Ahmad ALBarqawi
Mahmoud Nazzal
Issa M. Khalil
Abdallah Khreishah
Nhathai Phan
242
0
0
24 Jul 2025
GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation
GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation
Jiafeng Xiong
Yuting Zhao
240
0
0
24 Jul 2025
Logical Characterizations of GNNs with Mean Aggregation
Logical Characterizations of GNNs with Mean Aggregation
Moritz Schönherr
Carsten Lutz
161
3
0
24 Jul 2025
Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors
Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors
Wencheng Zou
Nan Wu
AAML
168
0
0
24 Jul 2025
A Comprehensive Data-centric Overview of Federated Graph Learning
A Comprehensive Data-centric Overview of Federated Graph Learning
Zhengyu Wu
X. Li
Yinlin Zhu
Zekai Chen
Guochen Yan
...
Hao Zhang
Yuming Ai
X. Jin
Rong-Hua Li
Guoren Wang
FedMLAI4CE
269
0
0
22 Jul 2025
Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
Anwar Said
Yifan Wei
O. Ahmad
Mudassir Shabbir
W. Abbas
X. Koutsoukos
300
0
0
21 Jul 2025
Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings
Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings
Szymon Mazurek
Stephen Moore
A. Crimi
75
1
0
20 Jul 2025
Research on the application of graph data structure and graph neural network in node classification/clustering tasks
Research on the application of graph data structure and graph neural network in node classification/clustering tasks
Yihan Wang
Jianing Zhao
GNN
126
0
0
20 Jul 2025
C-DOG: Multi-View Multi-instance Feature Association Using Connected δ-Overlap Graphs
C-DOG: Multi-View Multi-instance Feature Association Using Connected δ-Overlap Graphs
Yung-Hong Sun
Ting-Hung Lin
Jiangang Chen
Hongrui Jiang
Yu Hen Hu
3DPC
197
0
0
18 Jul 2025
PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
Xinzhe Zheng
Hao Du
Fanding Xu
Jinzhe Li
Zhiyuan Liu
...
Wanli Ouyang
Stan Z. Li
Yan Lu
Nanqing Dong
Yang-ting Zhang
235
2
0
07 Jul 2025
S2FGL: Spatial Spectral Federated Graph Learning
S2FGL: Spatial Spectral Federated Graph Learning
Zihan Tan
Suyuan Huang
Guancheng Wan
Wenke Huang
He Li
Mang Ye
FedML
351
1
0
03 Jul 2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification
CPT: Competence-progressive Training Strategy for Few-shot Node Classification
Qilong Yan
Yufeng Zhang
Jinghao Zhang
Jingpu Duan
Jian Yin
702
0
0
01 Jul 2025
Metapath-based Hyperbolic Contrastive Learning for Heterogeneous Graph Embedding
Metapath-based Hyperbolic Contrastive Learning for Heterogeneous Graph Embedding
Jongmin Park
Seunghoon Han
Won-Yong Shin
Sungsu Lim
162
0
0
20 Jun 2025
SEP-GCN: Leveraging Similar Edge Pairs with Temporal and Spatial Contexts for Location-Based Recommender Systems
SEP-GCN: Leveraging Similar Edge Pairs with Temporal and Spatial Contexts for Location-Based Recommender SystemsInternational Conference on the Theory of Information Retrieval (ICTIR), 2025
Tan Loc Nguyen
Tin T. Tran
132
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Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
Automated Decision-Making on Networks with LLMs through Knowledge-Guided EvolutionInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
Xiaohan Zheng
Lanning Wei
Yong Li
Quanming Yao
GNN
177
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0
17 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination
Ao Jia
Haiming Wu
Guohui Yao
D. Song
Songkun Ji
Yazhou Zhang
224
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Directed Acyclic Graph Convolutional Networks
Directed Acyclic Graph Convolutional Networks
Samuel Rey
Hamed Ajorlou
Gonzalo Mateos
GNNCMLAI4CE
181
2
0
13 Jun 2025
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