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 / 3,089 papers shown
Enhancing Molecular Property Prediction with Knowledge from Large Language Models
Enhancing Molecular Property Prediction with Knowledge from Large Language Models
Peng Zhou
Lai Hou Tim
Zhixiang Cheng
Kun Xie
Chaoyi Li
Wei Liu
Xiangxiang Zeng
149
0
0
25 Sep 2025
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs
Michiharu Yamashita
Thanh-Binh Tran
Delvin Ce Zhang
Dongwon Lee
133
0
0
24 Sep 2025
Graph Neural Networks with Similarity-Navigated Probabilistic Feature Copying
Graph Neural Networks with Similarity-Navigated Probabilistic Feature Copying
Asela Hevapathige
149
0
0
23 Sep 2025
Periodic Graph-Enhanced Multivariate Time Series Anomaly Detector
Periodic Graph-Enhanced Multivariate Time Series Anomaly Detector
Jia Li
Shiyu Long
Ye Yuan
AI4TS
126
0
0
22 Sep 2025
Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential Features
Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential Features
Kaichen Xu
Yihang Du
Mianpeng Liu
Zimu Yu
Xiaobo Sun
176
0
0
20 Sep 2025
TF-DWGNet: A Directed Weighted Graph Neural Network with Tensor Fusion for Multi-Omics Cancer Subtype Classification
TF-DWGNet: A Directed Weighted Graph Neural Network with Tensor Fusion for Multi-Omics Cancer Subtype Classification
Tiantian Yang
Zhiqian Chen
MedIm
69
0
0
19 Sep 2025
Compose by Focus: Scene Graph-based Atomic Skills
Compose by Focus: Scene Graph-based Atomic Skills
Han Qi
Changhe Chen
Heng Yang
OCLCoGe
286
1
0
19 Sep 2025
Physics-Informed GCN-LSTM Framework for Long-Term Forecasting of 2D and 3D Microstructure Evolution
Physics-Informed GCN-LSTM Framework for Long-Term Forecasting of 2D and 3D Microstructure Evolution
Hamidreza Razavi
Nele Moelans
AI4TSAI4CE
107
0
0
18 Sep 2025
Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems
Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems
Saeed Amizadeh
Sara Abdali
Yinheng Li
K. Koishida
181
0
0
18 Sep 2025
Local-Canonicalization Equivariant Graph Neural Networks for Sample-Efficient and Generalizable Swarm Robot Control
Local-Canonicalization Equivariant Graph Neural Networks for Sample-Efficient and Generalizable Swarm Robot Control
Keqin Wang
Tao Zhong
David Chang
Christine Allen-Blanchette
133
0
0
17 Sep 2025
An End-to-End Differentiable, Graph Neural Network-Embedded Pore Network Model for Permeability Prediction
An End-to-End Differentiable, Graph Neural Network-Embedded Pore Network Model for Permeability Prediction
Qingqi Zhao
Heng Xiao
90
0
0
17 Sep 2025
JANUS: A Dual-Constraint Generative Framework for Stealthy Node Injection Attacks
JANUS: A Dual-Constraint Generative Framework for Stealthy Node Injection Attacks
Jiahao Zhang
Xiaobing Pei
Zhaokun Zhong
Wenqiang Hao
Zhenghao Tang
AAMLGNN
123
0
0
16 Sep 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
Hanqing Li
Kiran Sheena Jyothi
Henry Liang
Sharika Mahadevan
Diego Klabjan
RALMLRM
164
0
0
16 Sep 2025
A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs
A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs
Francesco Zola
Jon Ander Medina
Andrea Venturi
Amaia Gil
Raul Orduna
120
0
0
16 Sep 2025
Multimodal Hate Detection Using Dual-Stream Graph Neural Networks
Multimodal Hate Detection Using Dual-Stream Graph Neural Networks
Jiangbei Yue
Shuonan Yang
Tailin Chen
Jianbo Jiao
Zeyu Fu
79
1
0
16 Sep 2025
Finite-Agent Stochastic Differential Games on Large Graphs: II. Graph-Based Architectures
Finite-Agent Stochastic Differential Games on Large Graphs: II. Graph-Based Architectures
Ruimeng Hu
Jihao Long
Haosheng Zhou
117
0
0
15 Sep 2025
SpaPool: Soft Partition Assignment Pooling for__Graph Neural Networks
SpaPool: Soft Partition Assignment Pooling for__Graph Neural NetworksInternational Conference on Data Warehousing and Knowledge Discovery (DaWaK), 2025
Rodrigue Govan
Romane Scherrer
Philippe Fournier-Viger
Nazha Selmaoui-Folcher
GNN
229
0
0
15 Sep 2025
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to Transformers
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to TransformersACM Southeast Regional Conference (ACMSE), 2025
Mahmoud Abusaqer
Jamil Saquer
Hazim Shatnawi
VLM
155
2
0
14 Sep 2025
Why does your graph neural network fail on some graphs? Insights from exact generalisation error
Why does your graph neural network fail on some graphs? Insights from exact generalisation error
Nil Ayday
Mahalakshmi Sabanayagam
Debarghya Ghoshdastidar
AI4CE
195
0
0
12 Sep 2025
M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations
M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations
Bo Lei
Victor M. Castillo
Yeping Hu
AI4CE
116
0
0
12 Sep 2025
Database Views as Explanations for Relational Deep Learning
Database Views as Explanations for Relational Deep Learning
Agapi Rissaki
Ilias Fountalis
Wolfgang Gatterbauer
Benny Kimelfeld
176
0
0
11 Sep 2025
Robust Belief-State Policy Learning for Quantum Network Routing Under Decoherence and Time-Varying Conditions
Robust Belief-State Policy Learning for Quantum Network Routing Under Decoherence and Time-Varying Conditions
Amirhossein Taherpour
Abbas Taherpour
Tamer Khattab
60
0
0
10 Sep 2025
Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities
Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities
Jarvis Haupt
Qin Lu
Yanning Shen
Jia Chen
Yue Dong
Dan McCreary
Mehmet Akçakaya
G. Giannakis
167
0
0
10 Sep 2025
Multi-Stage Graph Neural Networks for Data-Driven Prediction of Natural Convection in Enclosed Cavities
Multi-Stage Graph Neural Networks for Data-Driven Prediction of Natural Convection in Enclosed Cavities
Mohammad Ahangarkiasari
Hassan Pouraria
AI4CE
135
0
0
07 Sep 2025
Data-Efficient Time-Dependent PDE Surrogates: Graph Neural Simulators vs. Neural Operators
Data-Efficient Time-Dependent PDE Surrogates: Graph Neural Simulators vs. Neural Operators
Dibyajyoti Nayak
Somdatta Goswami
AI4CE
201
0
0
07 Sep 2025
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks (Journal Version)
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks (Journal Version)
Zhongyuan Zhao
Gunjan Verma
A. Swami
Santiago Segarra
109
0
0
05 Sep 2025
QCA-MolGAN: Quantum Circuit Associative Molecular GAN with Multi-Agent Reinforcement Learning
QCA-MolGAN: Quantum Circuit Associative Molecular GAN with Multi-Agent Reinforcement Learning
Aaron Mark Thomas
Yu-Cheng Chen
Hubert Okadome Valencia
Sharu Theresa Jose
Ronin Wu
GAN
246
0
0
05 Sep 2025
Joint Modeling of Entities and Discourse Relations for Coherence Assessment
Joint Modeling of Entities and Discourse Relations for Coherence Assessment
Wei Liu
Michael Strube
149
1
0
04 Sep 2025
Explicit and Implicit Data Augmentation for Social Event Detection
Explicit and Implicit Data Augmentation for Social Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Congbo Ma
Yuxia Wang
J. Wu
Jian Yang
Jing Du
Zitai Qiu
Qing Li
Hu Wang
Preslav Nakov
146
1
0
04 Sep 2025
Temporal social network modeling of mobile connectivity data with graph neural networks
Temporal social network modeling of mobile connectivity data with graph neural networks
J. Jaskari
Chandreyee Roy
Fumiko Ogushi
Mikko Saukkoriipi
J. Sahlsten
K. Kaski
119
0
0
03 Sep 2025
Second-Order Tensorial Partial Differential Equations on Graphs
Second-Order Tensorial Partial Differential Equations on Graphs
Aref Einizade
Fragkiskos D. Malliaros
Jhony H. Giraldo
237
0
0
02 Sep 2025
Power Grid Control with Graph-Based Distributed Reinforcement Learning
Power Grid Control with Graph-Based Distributed Reinforcement Learning
Carlo Fabrizio
Gianvito Losapio
Marco Mussi
Alberto Maria Metelli
Marcello Restelli
AI4CE
116
1
0
02 Sep 2025
Ultra Fast Warm Start Solution for Graph Recommendations
Ultra Fast Warm Start Solution for Graph Recommendations
Viacheslav Yusupov
Maxim Rakhuba
Evgeny Frolov
144
0
0
01 Sep 2025
Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs
Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs
Arman Gupta
Govind Waghmare
Gaurav Oberoi
Nitish Srivastava
76
0
0
31 Aug 2025
Graph Convolutional Network With Pattern-Spatial Interactive and Regional Awareness for Traffic Forecasting
Graph Convolutional Network With Pattern-Spatial Interactive and Regional Awareness for Traffic Forecasting
Xinyu Ji
Chengcheng Yan
Jibiao Yuan
Fiefie Zhao
132
0
0
30 Aug 2025
Curriculum Guided Personalized Subgraph Federated Learning
Curriculum Guided Personalized Subgraph Federated Learning
Minku Kang
Hogun Park
FedML
138
1
0
30 Aug 2025
PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis
PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis
Xinyu He
Chenhan Xiao
Haoran Li
Ruizhong Qiu
Zhe Xu
Yang Weng
Jingrui He
Hanghang Tong
127
0
0
29 Aug 2025
Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses
Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses
Lincan Li
Bolin Shen
Chenxi Zhao
Yuxiang Sun
Kaixiang Zhao
Shirui Pan
Yushun Dong
181
1
0
27 Aug 2025
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
Hugo Attali
Thomas Papastergiou
Nathalie Pernelle
Fragkiskos D. Malliaros
AI4CE
139
0
0
26 Aug 2025
Quantum Graph Attention Network: A Novel Quantum Multi-Head Attention Mechanism for Graph Learning
Quantum Graph Attention Network: A Novel Quantum Multi-Head Attention Mechanism for Graph Learning
An Ning
Tai-Yue Li
Nan-Yow Chen
GNN
189
1
0
25 Aug 2025
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?Social Science Research Network (SSRN), 2025
Fatemeh Ziaeetabar
124
0
0
25 Aug 2025
A Node-Aware Dynamic Quantization Approach for Graph Collaborative Filtering
A Node-Aware Dynamic Quantization Approach for Graph Collaborative Filtering
Lin Li
Chunyang Li
Yu Yin
Xiaohui Tao
Jianwei Zhang
GNN
146
0
0
22 Aug 2025
Fast and Accurate RFIC Performance Prediction via Pin Level Graph Neural Networks and Probabilistic Flow
Fast and Accurate RFIC Performance Prediction via Pin Level Graph Neural Networks and Probabilistic Flow
Anahita Asadi
Leonid Popryho
Inna Partin-Vaisband
120
0
0
22 Aug 2025
Efficient Knowledge Graph Unlearning with Zeroth-order Information
Efficient Knowledge Graph Unlearning with Zeroth-order Information
Yang Xiao
Ruimeng Ye
Bohan Liu
Xiaolong Ma
Bo Hui
MU
174
1
0
19 Aug 2025
SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer
SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer
Jiayu Fang
Zhiqi Shao
S. Choy
Junbin Gao
129
0
0
19 Aug 2025
Scaling Multi-Agent Epistemic Planning through GNN-Derived Heuristics
Scaling Multi-Agent Epistemic Planning through GNN-Derived Heuristics
Giovanni Briglia
Francesco Fabiano
S. Mariani
143
0
0
18 Aug 2025
Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
Qinwen Ge
Roza G. Bayrak
Anwar Said
Catie Chang
X. Koutsoukos
Tyler Derr
107
0
0
17 Aug 2025
AI Models for Depressive Disorder Detection and Diagnosis: A Review
AI Models for Depressive Disorder Detection and Diagnosis: A Review
Dorsa Macky Aleagha
Payam Zohari
Mostafa Haghir Chehreghani
100
0
0
16 Aug 2025
From Heuristics to Data: Quantifying Site Planning Layout Indicators with Deep Learning and Multi-Modal Data
From Heuristics to Data: Quantifying Site Planning Layout Indicators with Deep Learning and Multi-Modal Data
Qian Cao
Jielin Chen
Junchao Zhao
R. Stouffs
104
0
0
15 Aug 2025
Hierarchical Graph Feature Enhancement with Adaptive Frequency Modulation for Visual Recognition
Hierarchical Graph Feature Enhancement with Adaptive Frequency Modulation for Visual Recognition
Feiyue Zhao
Zhichao Zhang
143
0
0
15 Aug 2025
Previous
123456...606162
Next
Page 3 of 62
Pageof 62