ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1901.00596
  4. Cited By
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 / 3,095 papers shown
Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing
Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing
Longlong Li
Cunquan Qu
Guanghui Wang
Cunquan Qu
380
0
0
24 Dec 2025
Advanced Unsupervised Learning: A Comprehensive Overview of Multi-View Clustering Techniques
Advanced Unsupervised Learning: A Comprehensive Overview of Multi-View Clustering TechniquesArtificial Intelligence Review (AIR), 2025
Abdelmalik Moujahid
Fadi Dornaika
48
25
0
04 Dec 2025
Edged Weisfeiler-Lehman Algorithm
Edged Weisfeiler-Lehman AlgorithmInternational Conference on Artificial Neural Networks (ICANN), 2025
Xiao Yue
B. Liu
Feng Zhang
Guangzhi Qu
86
1
0
04 Dec 2025
FGC-Comp: Adaptive Neighbor-Grouped Attribute Completion for Graph-based Anomaly Detection
FGC-Comp: Adaptive Neighbor-Grouped Attribute Completion for Graph-based Anomaly Detection
Junpeng Wu
Pinheng Zong
91
0
0
02 Dec 2025
Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets
Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets
Adrienne M. Propp
M. Perego
E. Cyr
Anthony Gruber
Amanda A. Howard
Alexander Heinlein
P. Stinis
D. Tartakovsky
AI4CE
200
0
0
01 Dec 2025
QGShap: Quantum Acceleration for Faithful GNN Explanations
QGShap: Quantum Acceleration for Faithful GNN Explanations
Haribandhu Jena
Jyotirmaya Shivottam
Subhankar Mishra
FAtt
355
0
0
01 Dec 2025
Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows
Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows
Adriel Sosa Marco
John Daniel Kirwan
Alexia Toumpa
Simos Gerasimou
UQCVBDL
352
1
0
30 Nov 2025
City-Conditioned Memory for Multi-City Traffic and Mobility Forecasting
City-Conditioned Memory for Multi-City Traffic and Mobility Forecasting
Wenzhang Du
AI4TSAI4CE
118
0
0
30 Nov 2025
Time Extrapolation with Graph Convolutional Autoencoder and Tensor Train Decomposition
Time Extrapolation with Graph Convolutional Autoencoder and Tensor Train Decomposition
Yuanhong Chen
F. Pichi
Zhen Gao
G. Rozza
AI4TSAI4CE
136
1
0
28 Nov 2025
ParaGate: Parasitic-Driven Domain Adaptation Transfer Learning for Netlist Performance Prediction
ParaGate: Parasitic-Driven Domain Adaptation Transfer Learning for Netlist Performance Prediction
Bin Sun
Jingyi Zhou
Jianan Mu
Zhiteng Chao
Tianmeng Yang
Ziyue Xu
Jing Ye
Huawei Li
89
0
0
28 Nov 2025
ARES: Anomaly Recognition Model For Edge Streams
ARES: Anomaly Recognition Model For Edge Streams
Simone Mungari
Albert Bifet
Giuseppe Manco
Bernhard Pfahringer
98
0
0
27 Nov 2025
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization
Haoran Zheng
Renchi Yang
Yubo Zhou
Jianliang Xu
131
0
0
25 Nov 2025
Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning
Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning
Bo Jiang
Weijun Zhao
Beibei Wang
Xiao Wang
Jin Tang
AAML
253
0
0
24 Nov 2025
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings
Zimo Yan
Zheng Xie
Chang-rui Liu
Y. X. R. Wang
146
2
0
24 Nov 2025
R2PS: Worst-Case Robust Real-Time Pursuit Strategies under Partial Observability
R2PS: Worst-Case Robust Real-Time Pursuit Strategies under Partial Observability
Runyu Lu
Ruochuan Shi
Yuanheng Zhu
Dongbin Zhao
236
0
0
21 Nov 2025
CubeletWorld: A New Abstraction for Scalable 3D Modeling
CubeletWorld: A New Abstraction for Scalable 3D Modeling
Azlaan Mustafa Samad
Hoang H. Nguyen
Lukas Berg
Henrik Müller
Yuan Xue
Daniel Kudenko
Zahra Ahmadi
102
0
0
21 Nov 2025
Gauge-Equivariant Graph Networks via Self-Interference Cancellation
Gauge-Equivariant Graph Networks via Self-Interference Cancellation
Yoonhyuk Choi
Chong-Kwon Kim
184
1
0
20 Nov 2025
Neurocircuitry-Inspired Hierarchical Graph Causal Attention Networks for Explainable Depression Identification
Neurocircuitry-Inspired Hierarchical Graph Causal Attention Networks for Explainable Depression Identification
Weidao Chen
Yuxiao Yang
Yueming Wang
231
0
0
18 Nov 2025
Meta-SimGNN: Adaptive and Robust WiFi Localization Across Dynamic Configurations and Diverse Scenarios
Meta-SimGNN: Adaptive and Robust WiFi Localization Across Dynamic Configurations and Diverse ScenariosIEEE Transactions on Communications (IEEE Trans. Commun.), 2025
Qiqi Xiao
Ziqi Ye
Yinghui He
Jianwei Liu
Guanding Yu
63
0
0
18 Nov 2025
MMD-Thinker: Adaptive Multi-Dimensional Thinking for Multimodal Misinformation Detection
MMD-Thinker: Adaptive Multi-Dimensional Thinking for Multimodal Misinformation DetectionMachine-mediated learning (ML), 2025
Junjie Wu
Guohong Fu
LRM
246
1
0
17 Nov 2025
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
Jiaji Ma
Puja Trivedi
Danai Koutra
124
0
0
16 Nov 2025
Beyond empirical models: Discovering new constitutive laws in solids with graph-based equation discovery
Beyond empirical models: Discovering new constitutive laws in solids with graph-based equation discovery
Hao Xu
Yuntian Chen
Dongxiao Zhang
145
1
0
13 Nov 2025
Dual-Kernel Graph Community Contrastive Learning
Dual-Kernel Graph Community Contrastive Learning
Xiang Chen
Kun Yue
Wenjie Liu
Zhenyu Zhang
Liang Duan
114
0
0
11 Nov 2025
Generalizable Insights for Graph Transformers in Theory and Practice
Generalizable Insights for Graph Transformers in Theory and Practice
Timo Stoll
Luis Muller
Christopher Morris
185
0
0
11 Nov 2025
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation
Han Yu
Xiaojuan Zhao
Aiping Li
Kai Chen
Ziniu Liu
Zhichao Peng
344
0
0
11 Nov 2025
Pixel-level Quality Assessment for Oriented Object Detection
Pixel-level Quality Assessment for Oriented Object Detection
Yunhui Zhu
Buliao Huang
ObjD
509
0
0
11 Nov 2025
Adaptive Graph Learning with Transformer for Multi-Reservoir Inflow Prediction
Adaptive Graph Learning with Transformer for Multi-Reservoir Inflow Prediction
Pengfei Hu
Ming Fan
Xiaoxue Han
Chang Lu
Wei Zhang
Hyun Kang
Yue Ning
Dan Lu
AI4TSAI4CE
309
0
0
10 Nov 2025
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time
Junjun Pan
Yixin Liu
Chuan Zhou
Fei Xiong
Alan Wee-Chung Liew
Shirui Pan
281
5
0
10 Nov 2025
Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement
Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement
Ba-Thinh Nguyen
Thach-Ha Ngoc Pham
Hoang-Long Duc Nguyen
Thi-Duyen Ngo
Thanh-Ha Le
AI4TS
369
2
0
08 Nov 2025
Denoised Recommendation Model with Collaborative Signal Decoupling
Denoised Recommendation Model with Collaborative Signal Decoupling
Zefeng Li
Ning Yang
125
0
0
06 Nov 2025
DeNoise: Learning Robust Graph Representations for Unsupervised Graph-Level Anomaly Detection
DeNoise: Learning Robust Graph Representations for Unsupervised Graph-Level Anomaly Detection
Qingfeng Chen
Haojin Zeng
Jingyi Jie
Shichao Zhang
Debo Cheng
214
0
0
06 Nov 2025
Predicting Microbial Interactions Using Graph Neural Networks
Predicting Microbial Interactions Using Graph Neural Networks
Elham Gholamzadeh
Kajal Singla
Nico Scherf
68
1
0
03 Nov 2025
Penetrating the Hostile: Detecting DeFi Protocol Exploits through Cross-Contract Analysis
Penetrating the Hostile: Detecting DeFi Protocol Exploits through Cross-Contract AnalysisIEEE Transactions on Information Forensics and Security (TIFS), 2025
Xiaoqi Li
Wenkai Li
Zhiquan Liu
Yuqing Zhang
Yingjie Mao
AAML
272
9
0
01 Nov 2025
Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative Signals
Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative Signals
Doyun Choi
Cheonwoo Lee
Jaemin Yoo
296
1
0
01 Nov 2025
MDAS-GNN: Multi-Dimensional Spatiotemporal GNN with Spatial Diffusion for Urban Traffic Risk Forecasting
MDAS-GNN: Multi-Dimensional Spatiotemporal GNN with Spatial Diffusion for Urban Traffic Risk Forecasting
Ziyuan Gao
DiffMAI4CE
204
0
0
31 Oct 2025
Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks
Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks
Jiaxin Zhang
Zehong Zhu
Junye Deng
Yunqin Li
and Bowen Wang
124
0
0
31 Oct 2025
A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection
A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection
Laura Jiang
Reza Ryan
Qian Li
Nasim Ferdosian
158
1
0
30 Oct 2025
Graph Network-based Structural Simulator: Graph Neural Networks for Structural Dynamics
Graph Network-based Structural Simulator: Graph Neural Networks for Structural Dynamics
Alessandro Lucchetti
Francesco Cadini
Marco Giglio
Luca Lomazzi
AI4CE
141
0
0
29 Oct 2025
Topology-Aware Active Learning on Graphs
Topology-Aware Active Learning on Graphs
Harris Hardiman-Mostow
Jack Mauro
Adrien Weihs
Andrea L. Bertozzi
140
0
0
29 Oct 2025
Transformers Provably Learn Directed Acyclic Graphs via Kernel-Guided Mutual Information
Transformers Provably Learn Directed Acyclic Graphs via Kernel-Guided Mutual Information
Yuan Cheng
Yu Huang
Zhe Xiong
Yingbin Liang
Vincent Tan
107
1
0
29 Oct 2025
Robust GNN Watermarking via Implicit Perception of Topological Invariants
Robust GNN Watermarking via Implicit Perception of Topological Invariants
Jipeng Li
Yannning Shen
AAML
149
0
0
29 Oct 2025
Learning Fair Graph Representations with Multi-view Information Bottleneck
Learning Fair Graph Representations with Multi-view Information Bottleneck
Chuxun Liu
Debo Cheng
Qingfeng Chen
Jiangzhang Gan
Jiuyong Li
Lin Liu
164
0
0
29 Oct 2025
HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing
HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing
Guojing Cong
T. Potok
Hamed Poursiami
Maryam Parsa
149
2
0
28 Oct 2025
Graph-Attentive MAPPO for Dynamic Retail Pricing
Graph-Attentive MAPPO for Dynamic Retail Pricing
Krishna Kumar Neelakanta Pillai Santha Kumari Amma
83
0
0
28 Oct 2025
MIC-BEV: Multi-Infrastructure Camera Bird's-Eye-View Transformer with Relation-Aware Fusion for 3D Object Detection
MIC-BEV: Multi-Infrastructure Camera Bird's-Eye-View Transformer with Relation-Aware Fusion for 3D Object Detection
Yun Zhang
Zhaoliang Zheng
Johnson Liu
Zhiyu Huang
Zewei Zhou
Zonglin Meng
Tianhui Cai
Jiaqi Ma
170
2
0
28 Oct 2025
SHA-256 Infused Embedding-Driven Generative Modeling of High-Energy Molecules in Low-Data Regimes
SHA-256 Infused Embedding-Driven Generative Modeling of High-Energy Molecules in Low-Data Regimes
Siddharth Verma
Alankar Alankar
154
0
0
28 Oct 2025
A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image Data
A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image DataInformation Fusion (Inf. Fusion), 2025
Jingjun Bi
Fadi Dornaika
145
1
0
27 Oct 2025
Sound Logical Explanations for Mean Aggregation Graph Neural Networks
Sound Logical Explanations for Mean Aggregation Graph Neural Networks
Matthew Morris
Ian Horrocks
FAtt
213
1
0
27 Oct 2025
Pedagogy-driven Evaluation of Generative AI-powered Intelligent Tutoring Systems
Pedagogy-driven Evaluation of Generative AI-powered Intelligent Tutoring Systems
Kaushal Kumar Maurya
Ekaterina Kochmar
ELM
190
1
0
26 Oct 2025
Dynamic Graph Neural Networks for Physiological Based Pharmacokinetic Modeling: A Novel Data Driven Approach to Drug Concentration Prediction
Dynamic Graph Neural Networks for Physiological Based Pharmacokinetic Modeling: A Novel Data Driven Approach to Drug Concentration Prediction
Su Liu
Xin Hu
Shurong Wen
Jiaqi Liu
Jiexi Xu
Lanruo Wang
Jiexi Xu
166
0
0
25 Oct 2025
1234...606162
Next
Page 1 of 62
Pageof 62