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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
Directed Acyclic Graph Convolutional Networks
Directed Acyclic Graph Convolutional Networks
Samuel Rey
Hamed Ajorlou
Gonzalo Mateos
GNNCMLAI4CE
184
2
0
13 Jun 2025
Towards Multimodal Graph Large Language Model
Towards Multimodal Graph Large Language ModelScience China Information Sciences (Sci. China Inf. Sci.), 2025
Xin Wang
Zeyang Zhang
Linxin Xiao
Haibo Chen
Chendi Ge
Wenwu Zhu
223
0
0
11 Jun 2025
IMAGIC-500: IMputation benchmark on A Generative Imaginary Country (500k samples)
Siyi Sun
David Selby
Yunchuan Huang
Sebastian Vollmer
Seth Flaxman
Anisoara Calinescu
199
2
0
10 Jun 2025
Residual Reweighted Conformal Prediction for Graph Neural Networks
Residual Reweighted Conformal Prediction for Graph Neural NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2025
Zheng Zhang
Jie Bao
Zhixin Zhou
Nicolo Colombo
Lixin Cheng
Rui Luo
237
3
0
09 Jun 2025
Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring Data
Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring DataACM transactions on sensor networks (ACM TOSN), 2025
Shangjie Du
Hui Wei
Dong Yoon Lee
Zhizhang Hu
Shijia Pan
149
2
0
07 Jun 2025
Model-Driven Graph Contrastive Learning
Model-Driven Graph Contrastive Learning
Ali Azizpour
Nicolas Zilberstein
Santiago Segarra
244
0
0
06 Jun 2025
UniPTMs: The First Unified Multi-type PTM Site Prediction Model via Master-Slave Architecture-Based Multi-Stage Fusion Strategy and Hierarchical Contrastive Loss
UniPTMs: The First Unified Multi-type PTM Site Prediction Model via Master-Slave Architecture-Based Multi-Stage Fusion Strategy and Hierarchical Contrastive Loss
Yiyu Lin
Yan Wang
You Zhou
X. Ni
J. Wu
Sen Yang
120
1
0
05 Jun 2025
Deep Learning Reforms Image Matching: A Survey and Outlook
Shihua Zhang
Zizhuo Li
Kaining Zhang
Yifan Lu
Yuxin Deng
Linfeng Tang
Xingyu Jiang
Jiayi Ma
3DV
337
2
0
05 Jun 2025
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience
Runxiang Wang
Boxiao Wang
Kai Li
Yifan Zhang
Jian Cheng
165
2
0
04 Jun 2025
MLaGA: Multimodal Large Language and Graph Assistant
MLaGA: Multimodal Large Language and Graph Assistant
Dongzhe Fan
Yi Fang
Jiajin Liu
Djellel Difallah
Qiaoyu Tan
202
1
0
03 Jun 2025
Combining social relations and interaction data in Recommender System with Graph Convolution Collaborative Filtering
Combining social relations and interaction data in Recommender System with Graph Convolution Collaborative FilteringIEEE Access (IEEE Access), 2025
Tin T. Tran
V. Snasel
Loc Tan Nguyen
249
4
0
03 Jun 2025
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
Yankai Chen
Yue Que
Xinni Zhang
Chen Ma
Irwin King
247
2
0
03 Jun 2025
MVAN: Multi-View Attention Networks for Fake News Detection on Social Media
MVAN: Multi-View Attention Networks for Fake News Detection on Social MediaIEEE Access (IEEE Access), 2025
Shiwen Ni
Jiawen Li
Hung-Yu kao
190
80
0
02 Jun 2025
Beyond Attention: Learning Spatio-Temporal Dynamics with Emergent Interpretable Topologies
Beyond Attention: Learning Spatio-Temporal Dynamics with Emergent Interpretable Topologies
Sai Vamsi Alisetti
Vikas Kalagi
Sanjukta Krishnagopal
AI4TS
157
1
0
01 Jun 2025
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
Zherui Li
Yan Mi
Zhenhong Zhou
Houcheng Jiang
Guibin Zhang
Kun Wang
Junfeng Fang
LLMAG
174
3
0
31 May 2025
Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning
Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning
Shifeng Xie
Aref Einizade
Jhony H. Giraldo
SSL
259
0
0
29 May 2025
Geometric Hyena Networks for Large-scale Equivariant Learning
Geometric Hyena Networks for Large-scale Equivariant Learning
Artem Moskalev
Mangal Prakash
Junjie Xu
Tianyu Cui
Rui Liao
Tommaso Mansi
170
4
0
28 May 2025
Pre-training for Recommendation Unlearning
Pre-training for Recommendation UnlearningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Guoxuan Chen
Lianghao Xia
Chao Huang
MUOnRL
258
2
0
28 May 2025
The quest for the GRAph Level autoEncoder (GRALE)
The quest for the GRAph Level autoEncoder (GRALE)
Paul Krzakala
Gabriel Melo
Charlotte Laclau
Florence dÁlché-Buc
Rémi Flamary
334
0
0
28 May 2025
Learnable Kernel Density Estimation for Graphs
Learnable Kernel Density Estimation for Graphs
Xudong Wang
Ziheng Sun
Chris Ding
Jicong Fan
430
0
0
27 May 2025
Identifying Super Spreaders in Multilayer Networks
Identifying Super Spreaders in Multilayer Networks
Michał Czuba
Mateusz Stolarski
Adam Piróg
Piotr Bielak
Piotr Bródka
182
1
0
27 May 2025
Graph Wave Networks
Graph Wave NetworksThe Web Conference (WWW), 2025
Juwei Yue
Haikuo Li
Jiawei Sheng
Yihan Guo
Xinghua Zhang
Chuan Zhou
Tingwen Liu
Li Guo
668
3
0
26 May 2025
Learning Optimal Multimodal Information Bottleneck Representations
Learning Optimal Multimodal Information Bottleneck Representations
Qilong Wu
Yiyang Shao
Jun Wang
Xiaobo Sun
273
3
0
26 May 2025
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph AttacksInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Jinyan Wang
Liu Yang
Yuecen Wei
Jiaxuan Si
Chenhao Guo
Qingyun Sun
Xianxian Li
Xingcheng Fu
OODAAML
177
3
0
26 May 2025
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Yewei Liu
Xiyuan Wang
Muhan Zhang
DDGNN
350
0
0
24 May 2025
Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
Derong Xu
Pengyue Jia
Xiaopeng Li
Yingyi Zhang
Xinjian Zhao
...
Yichao Wang
Huifeng Guo
Ruiming Tang
Enhong Chen
Tong Xu
RALM
322
4
0
22 May 2025
Privacy-Aware Cyberterrorism Network Analysis using Graph Neural Networks and Federated Learning
Privacy-Aware Cyberterrorism Network Analysis using Graph Neural Networks and Federated Learning
Anas Ali
Mubashar Husain
Peter Hans
61
1
0
22 May 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document UnderstandingInternational Conference on Computational Linguistics (COLING), 2025
Amit Agarwal
Srikant Panda
Kulbhushan Pachauri
211
12
0
22 May 2025
Graph Attention Network for Optimal User Association in Wireless Networks
Graph Attention Network for Optimal User Association in Wireless Networks
Javad Mirzaei
Jeebak Mitra
Gwenael Poitau
91
0
0
22 May 2025
MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification for Health Management with Spatial-Temporal Hypergraph Enhanced Meta-Learning
MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification for Health Management with Spatial-Temporal Hypergraph Enhanced Meta-Learning
Jingyu Li
Tiehua Zhang
Jinze Wang
Yi Zhang
Yuhuan Li
Yifan Zhao
Zhishu Shen
Libing Wu
Jiannan Liu
291
0
0
22 May 2025
Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking
Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking
Pujun Xue
Junyi Ge
Xiaotong Jiang
Siyang Song
Zijian Wu
...
Weicheng Xie
Linlin Shen
Xiaoqin Zhou
Xiaofeng Liu
Min Gu
141
0
0
21 May 2025
NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input Calibration
NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input CalibrationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Jiawei Gu
Ziyue Qiao
Xiao Luo
432
1
0
21 May 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue GapsInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Jiawei Gu
Ziyue Qiao
Zechao Li
307
2
0
21 May 2025
Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening
Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph CoarseningKnowledge Discovery and Data Mining (KDD), 2025
Guoming Li
Jian Yang
Yifan Chen
566
0
0
20 May 2025
Surrogate Modeling of 3D Rayleigh-Benard Convection with Equivariant Autoencoders
Surrogate Modeling of 3D Rayleigh-Benard Convection with Equivariant Autoencoders
Fynn Fromme
Christine Allen-Blanchette
Christine Allen-Blanchette
Sebastian Peitz
AI4CESyDa
389
2
0
19 May 2025
Unsupervised Learning of Local Updates for Maximum Independent Set in Dynamic Graphs
Unsupervised Learning of Local Updates for Maximum Independent Set in Dynamic Graphs
Devendra Parkar
Anya Chaturvedi
Andréa W. Richa
320
0
0
19 May 2025
Graph Neural Networks Based Anomalous RSSI Detection
Graph Neural Networks Based Anomalous RSSI Detection
Blaž Bertalanič
Matej Vnučec
Carolina Fortuna
AI4TS
280
0
0
19 May 2025
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation
Zhen Zhao
Wenqi Huang
Zicheng Wang
Jiaxuan Hou
Peng Li
Mengwei He
239
1
0
18 May 2025
AH-UGC: Adaptive and Heterogeneous-Universal Graph Coarsening
AH-UGC: Adaptive and Heterogeneous-Universal Graph Coarsening
Mohit Kataria
Shreyash Bhilwade
Sandeep Kumar
Jayadeva
196
0
0
18 May 2025
Lightweight Spatio-Temporal Attention Network with Graph Embedding and Rotational Position Encoding for Traffic Forecasting
Lightweight Spatio-Temporal Attention Network with Graph Embedding and Rotational Position Encoding for Traffic Forecasting
Xiao Wang
Shun-Ren Yang
AI4TS
127
0
0
17 May 2025
Relation-Aware Graph Foundation Model
Relation-Aware Graph Foundation Model
Jianxiang Yu
Jiapeng Zhu
Hao Qian
Ziqi Liu
Zhiqiang Zhang
Xiang Li
220
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0
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Understanding the Capabilities of Molecular Graph Neural Networks in Materials Science Through Multimodal Learning and Physical Context Encoding
Understanding the Capabilities of Molecular Graph Neural Networks in Materials Science Through Multimodal Learning and Physical Context Encoding
Can Polat
Hasan Kurban
Erchin Serpedin
Mustafa Kurban
AI4CE
270
1
0
17 May 2025
Halting Recurrent GNNs and the Graded $μ$-Calculus
Halting Recurrent GNNs and the Graded μμμ-Calculus
Jeroen Bollen
Jan Van den Bussche
Stijn Vansummeren
Jonni Virtema
173
0
0
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Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
Xvyuan Liu
Xiangfei Qiu
Xingjian Wu
Zhengyu Li
Chenjuan Guo
Jiaxi Hu
Bin Yang
AI4TS
404
20
0
16 May 2025
Finding Counterfactual Evidences for Node Classification
Finding Counterfactual Evidences for Node Classification
Dazhuo Qiu
Jinwen Chen
Arijit Khan
Yan Zhao
Francesco Bonchi
CML
296
1
0
16 May 2025
Negative Metric Learning for Graphs
Negative Metric Learning for GraphsInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Yiyang Zhao
Chengpei Wu
Lilin Zhang
Ning Yang
275
0
0
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Schreier-Coset Graph Propagation
Schreier-Coset Graph Propagation
Aryan Mishra
Lizhen Lin
279
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Learning Kronecker-Structured Graphs from Smooth Signals
Learning Kronecker-Structured Graphs from Smooth Signals
Changhao Shi
Zhengchao Wan
189
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Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction
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Yanbin Wei
Xuehao Wang
Zhan Zhuang
Yang Chen
Shuhao Chen
Yulong Zhang
Yu Zhang
James T. Kwok
466
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GPML: Graph Processing for Machine Learning
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Majed Jaber
Julien Michel
Nicolas Boutry
Pierre Parrend
221
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