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Graph Attention Networks
v1v2v3 (latest)

Graph Attention Networks

International Conference on Learning Representations (ICLR), 2017
30 October 2017
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lio
Yoshua Bengio
    GNN
ArXiv (abs)PDFHTML

Papers citing "Graph Attention Networks"

50 / 8,373 papers shown
Graph Enhanced Trajectory Anomaly Detection
Graph Enhanced Trajectory Anomaly Detection
Jonathan Mbuya
Dieter Pfoser
Antonios Anastasopoulos
177
0
0
22 Sep 2025
MSGAT-GRU: A Multi-Scale Graph Attention and Recurrent Model for Spatiotemporal Road Accident Prediction
MSGAT-GRU: A Multi-Scale Graph Attention and Recurrent Model for Spatiotemporal Road Accident Prediction
Thrinadh Pinjala
Aswin Ram Kumar Gannina
Debasis Dwibedy
85
0
0
22 Sep 2025
Policy Gradient with Self-Attention for Model-Free Distributed Nonlinear Multi-Agent Games
Policy Gradient with Self-Attention for Model-Free Distributed Nonlinear Multi-Agent Games
Eduardo Sebastián
Maitrayee Keskar
Eeman Iqbal
Eduardo Montijano
C. Sagüés
Nikolay Atanasov
125
0
0
22 Sep 2025
Budgeted Adversarial Attack against Graph-Based Anomaly Detection in Sensor Networks
Budgeted Adversarial Attack against Graph-Based Anomaly Detection in Sensor Networks
Sanju Xaviar
Omid Ardakanian
AAML
97
0
0
22 Sep 2025
Unlocking Hidden Potential in Point Cloud Networks with Attention-Guided Grouping-Feature Coordination
Unlocking Hidden Potential in Point Cloud Networks with Attention-Guided Grouping-Feature Coordination
Shangzhuo Xie
Qianqian Yang
3DPC
132
0
0
20 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
277
1
0
19 Sep 2025
Subteaming and Adaptive Formation Control for Coordinated Multi-Robot Navigation
Subteaming and Adaptive Formation Control for Coordinated Multi-Robot Navigation
Zihao Deng
Peng Gao
Williard Joshua Jose
Maggie B. Wigness
J. Rogers
Brian Reily
Christopher M. Reardon
Hao Zhang
91
0
0
19 Sep 2025
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents
Isaiah J. King
Benjamin Bowman
H. H. Huang
GNN
150
1
0
19 Sep 2025
LC-SLab -- An Object-based Deep Learning Framework for Large-scale Land Cover Classification from Satellite Imagery and Sparse In-situ Labels
LC-SLab -- An Object-based Deep Learning Framework for Large-scale Land Cover Classification from Satellite Imagery and Sparse In-situ Labels
Johannes Leonhardt
Juergen Gall
R. Roscher
131
0
0
19 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
66
0
0
19 Sep 2025
Towards Pre-trained Graph Condensation via Optimal Transport
Towards Pre-trained Graph Condensation via Optimal Transport
Yeyu Yan
Shuai Zheng
Wenjun Hui
Xiangkai Zhu
Dong Chen
Zhenfeng Zhu
Yao Zhao
Kunlun He
OT
244
1
0
18 Sep 2025
No Modality Left Behind: Adapting to Missing Modalities via Knowledge Distillation for Brain Tumor Segmentation
No Modality Left Behind: Adapting to Missing Modalities via Knowledge Distillation for Brain Tumor Segmentation
Shenghao Zhu
Yifei Chen
Weihong Chen
Shuo Jiang
Guanyu Zhou
Yuanhan Wang
F. Qin
Changmiao Wang
Qiyuan Tian
137
1
0
18 Sep 2025
Exploring the Global-to-Local Attention Scheme in Graph Transformers: An Empirical Study
Exploring the Global-to-Local Attention Scheme in Graph Transformers: An Empirical Study
Zhengwei Wang
Gang Wu
161
0
0
18 Sep 2025
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering
Xuanting Xie
Bingheng Li
Erlin Pan
Rui Hou
Wenyu Chen
Zhao Kang
GNN
212
0
0
18 Sep 2025
A Multi-Scale Graph Neural Process with Cross-Drug Co-Attention for Drug-Drug Interactions Prediction
A Multi-Scale Graph Neural Process with Cross-Drug Co-Attention for Drug-Drug Interactions Prediction
Zimo Yan
Jie Zhang
Zheng Xie
Y. Song
Hao Li
107
2
0
18 Sep 2025
Synthesizing Attitudes, Predicting Actions (SAPA): Behavioral Theory-Guided LLMs for Ridesourcing Mode Choice Modeling
Synthesizing Attitudes, Predicting Actions (SAPA): Behavioral Theory-Guided LLMs for Ridesourcing Mode Choice Modeling
Mustafa Sameen
Xiaojian Zhang
Xilei Zhao
91
1
0
18 Sep 2025
State Space Models over Directed Graphs
State Space Models over Directed Graphs
Junzhi She
Xunkai Li
Rong-Hua Li
Guoren Wang
186
0
0
17 Sep 2025
Hierarchical Learning for Maze Navigation: Emergence of Mental Representations via Second-Order Learning
Hierarchical Learning for Maze Navigation: Emergence of Mental Representations via Second-Order Learning
Shalima Binta Manir
Tim Oates
88
0
0
17 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
124
0
0
17 Sep 2025
GRATE: a Graph transformer-based deep Reinforcement learning Approach for Time-efficient autonomous robot Exploration
GRATE: a Graph transformer-based deep Reinforcement learning Approach for Time-efficient autonomous robot Exploration
Haozhan Ni
Jingsong Liang
Chenyu He
Yuhong Cao
Guillaume Sartoretti
OffRL
145
0
0
16 Sep 2025
Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges
Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges
Kushal Bose
Swagatam Das
160
0
0
16 Sep 2025
Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning
Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning
Zhihao He
Tianyao He
Yun Xu
Yun Xu
Huabin Liu
Chaofan Gan
Gui Zou
W. Lin
201
2
0
16 Sep 2025
Property-Isometric Variational Autoencoders for Sequence Modeling and Design
Property-Isometric Variational Autoencoders for Sequence Modeling and Design
Elham Sadeghi
Xianqi Deng
I-Hsin Lin
Stacy M. Copp
Petko Bogdanov
179
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
65
1
0
16 Sep 2025
Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs
Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs
Ruizhong Qiu
Ting-Wei Li
Gaotang Li
Hanghang Tong
150
1
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
114
0
0
16 Sep 2025
Visualization and Analysis of the Loss Landscape in Graph Neural Networks
Visualization and Analysis of the Loss Landscape in Graph Neural NetworksInternational Conference on Artificial Neural Networks (ICANN), 2025
Samir Moustafa
Lorenz Kummer
Simon Fetzel
Nils M. Kriege
Wilfried Gansterer
129
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
227
0
0
15 Sep 2025
Dynamic Relational Priming Improves Transformer in Multivariate Time Series
Dynamic Relational Priming Improves Transformer in Multivariate Time Series
Hunjae Lee
Corey Clark
AI4TS
121
0
0
15 Sep 2025
Draw a Portrait of Your Graph Data: An Instance-Level Profiling Framework for Graph-Structured Data
Draw a Portrait of Your Graph Data: An Instance-Level Profiling Framework for Graph-Structured Data
Tianqi Zhao
Russa Biswas
Megha Khosla
101
0
0
15 Sep 2025
3DViT-GAT: A Unified Atlas-Based 3D Vision Transformer and Graph Learning Framework for Major Depressive Disorder Detection Using Structural MRI Data
3DViT-GAT: A Unified Atlas-Based 3D Vision Transformer and Graph Learning Framework for Major Depressive Disorder Detection Using Structural MRI Data
Nojod M. Alotaibi
Areej M. Alhothali
Manar S. Ali
131
0
0
15 Sep 2025
Anomaly Detection in Industrial Control Systems Based on Cross-Domain Representation Learning
Anomaly Detection in Industrial Control Systems Based on Cross-Domain Representation LearningIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025
D. Zhan
Wenqi Zhang
Lin Ye
Xiangzhan Yu
Hongli Zhang
Zheng He
93
1
0
15 Sep 2025
Asterisk Operator
Asterisk Operator
Zixi Li
LRM
51
0
0
15 Sep 2025
AdaSTI: Conditional Diffusion Models with Adaptive Dependency Modeling for Spatio-Temporal Imputation
AdaSTI: Conditional Diffusion Models with Adaptive Dependency Modeling for Spatio-Temporal Imputation
Yubo Yang
Yichen Zhu
Bo Jiang
163
0
0
15 Sep 2025
Dynamic Span Interaction and Graph-Aware Memory for Entity-Level Sentiment Classification
Dynamic Span Interaction and Graph-Aware Memory for Entity-Level Sentiment Classification
Md. Mithun Hossain
Sanjara
Md. Shakil Hossain
Sudipto Chaki
110
0
0
15 Sep 2025
Weakly Supervised Vulnerability Localization via Multiple Instance Learning
Weakly Supervised Vulnerability Localization via Multiple Instance LearningACM Transactions on Software Engineering and Methodology (TOSEM), 2025
Wenchao Gu
Yupan Chen
Yanlin Wang
Hongyu Zhang
Cuiyun Gao
Michael R. Lyu
AAML
138
0
0
14 Sep 2025
Quantum Graph Attention Networks: Trainable Quantum Encoders for Inductive Graph Learning
Quantum Graph Attention Networks: Trainable Quantum Encoders for Inductive Graph Learning
Arthur M. Faria
Mehdi Djellabi
Igor O. Sokolov
Savvas Varsamopoulos
GNN
131
1
0
14 Sep 2025
GCN-TULHOR: Trajectory-User Linking Leveraging GCNs and Higher-Order Spatial Representations
GCN-TULHOR: Trajectory-User Linking Leveraging GCNs and Higher-Order Spatial Representations
Khoa Tran
Pranav Gupta
Manos Papagelis
36
1
0
14 Sep 2025
Optimal message passing for molecular prediction is simple, attentive and spatial
Optimal message passing for molecular prediction is simple, attentive and spatialDigital Discovery (DD), 2025
Alma C. Castaneda-Leautaud
Rommie E. Amaro
96
0
0
13 Sep 2025
Explainable Fraud Detection with GNNExplainer and Shapley Values
Explainable Fraud Detection with GNNExplainer and Shapley Values
Ngoc Hieu Dao
74
0
0
12 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
Constructing a Question-Answering Simulator through the Distillation of LLMs
Constructing a Question-Answering Simulator through the Distillation of LLMs
Haipeng Liu
Ting Long
Jing Fu
92
0
0
11 Sep 2025
MoSE: Unveiling Structural Patterns in Graphs via Mixture of Subgraph Experts
MoSE: Unveiling Structural Patterns in Graphs via Mixture of Subgraph Experts
Junda Ye
Zhongbao Zhang
Li Sun
Siqiang Luo
90
2
0
11 Sep 2025
Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data
Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data
Bayu Adhi Tama
Homayra Alam
Mostafa Cham
Omar Faruque
Jianwu Wang
V. P Janeja
113
1
0
10 Sep 2025
Attention Maps in 3D Shape Classification for Dental Stage Estimation with Class Node Graph Attention Networks
Attention Maps in 3D Shape Classification for Dental Stage Estimation with Class Node Graph Attention Networks
Barkin Buyukcakir
Rocharles Cavalcante Fontenele
Reinhilde Jacobs
Jannick De Tobel
Patrick Thevissen
Dirk Vandermeulen
P. Claes
3DPCMedIm
117
0
0
09 Sep 2025
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model AlignmentAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Andrey Sakhovskiy
E. Tutubalina
132
2
0
09 Sep 2025
AI-based response assessment and prediction in longitudinal imaging for brain metastases treated with stereotactic radiosurgery
AI-based response assessment and prediction in longitudinal imaging for brain metastases treated with stereotactic radiosurgery
Lorenz Achim Kuhn
Daniel Abler
J. Richiardi
A. Hottinger
Luis Schiappacasse
Vincent Dunet
Adrien Depeursinge
Vincent Andrearczyk
AI4CE
25
0
0
08 Sep 2025
NestGNN: A Graph Neural Network Framework Generalizing the Nested Logit Model for Travel Mode Choice
NestGNN: A Graph Neural Network Framework Generalizing the Nested Logit Model for Travel Mode Choice
Yuqi Zhou
Zhanhong Cheng
Lingqian Hu
Yuheng Bu
Shenhao Wang
126
0
0
08 Sep 2025
Beyond the Pre-Service Horizon: Infusing In-Service Behavior for Improved Financial Risk Forecasting
Beyond the Pre-Service Horizon: Infusing In-Service Behavior for Improved Financial Risk Forecasting
Senhao Liu
Zhiyu Guo
Zhiyuan Ji
Yueguo Chen
Yateng Tang
Yunhai Wang
Xuehao Zheng
Xiang Ao
165
0
0
08 Sep 2025
Bringing Graphs to the Table: Zero-shot Node Classification via Tabular Foundation Models
Bringing Graphs to the Table: Zero-shot Node Classification via Tabular Foundation Models
Adrian Hayler
Xingyue Huang
.Ismail .Ilkan Ceylan
M. Bronstein
Ben Finkelshtein
LMTDAI4CE
262
2
0
08 Sep 2025
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