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1710.10903
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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

ArXiv (abs)PDF HTML

Papers citing "Graph Attention Networks"

50 / 8,373 papers shown

gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity

gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity

155

0

0

09 Oct 2025

MolGA: Molecular Graph Adaptation with Pre-trained 2D Graph Encoder

MolGA: Molecular Graph Adaptation with Pre-trained 2D Graph Encoder

128

0

0

08 Oct 2025

MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder

MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder

Francesco Ceccarelli

72

0

0

08 Oct 2025

TGM: a Modular and Efficient Library for Machine Learning on Temporal Graphs

TGM: a Modular and Efficient Library for Machine Learning on Temporal Graphs

Tran Gia Bao Ngo

Farimah Poursafaei

Michael M. Bronstein

Guillaume Rabusseau

Reihaneh Rabbany

174

0

0

08 Oct 2025

GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection (Preprint)

GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection (Preprint)

114

0

0

08 Oct 2025

Introspection in Learned Semantic Scene Graph Localisation

Introspection in Learned Semantic Scene Graph Localisation

Manshika Charvi Bissessur

Efimia Panagiotaki

Daniele De Martini

195

0

0

08 Oct 2025

Heterogeneous Point Set Transformers for Segmentation of Multiple View Particle Detectors

Heterogeneous Point Set Transformers for Segmentation of Multiple View Particle Detectors

Edgar E. Robles

NOvA Collaboration

161

0

0

07 Oct 2025

Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection

Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection

Félix Vandervorst

99

0

0

07 Oct 2025

Soft-Evidence Fused Graph Neural Network for Cancer Driver Gene Identification across Multi-View Biological Graphs

Soft-Evidence Fused Graph Neural Network for Cancer Driver Gene Identification across Multi-View Biological Graphs

81

0

0

07 Oct 2025

Syn-Diag: An LLM-based Synergistic Framework for Generalizable Few-shot Fault Diagnosis on the Edge

Syn-Diag: An LLM-based Synergistic Framework for Generalizable Few-shot Fault Diagnosis on the Edge

123

0

0

07 Oct 2025

Multimodal Trajectory Representation Learning for Travel Time Estimation

Multimodal Trajectory Representation Learning for Travel Time Estimation

73

0

0

07 Oct 2025

When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning

When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning

Arindam Chowdhury

Massimiliano Lupo Pasini

115

0

0

07 Oct 2025

ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures

ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures

Alexander Auras

Elliot J. Crowley

Michael Moeller

140

0

0

06 Oct 2025

Glocal Information Bottleneck for Time Series Imputation

Glocal Information Bottleneck for Time Series Imputation

176

0

0

06 Oct 2025

TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration

TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration

171

0

0

06 Oct 2025

Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

Farid Bozorgnia

Vyacheslav Kungurtsev

Shirali Kadyrov

Mohsen Yousefnezhad

113

0

0

06 Oct 2025

Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI

Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI

Terry Jingchen Zhang

...

376

1

0

06 Oct 2025

Toward a Unified Geometry Understanding: Riemannian Diffusion Framework for Graph Generation and Prediction

Toward a Unified Geometry Understanding: Riemannian Diffusion Framework for Graph Generation and Prediction

207

0

0

06 Oct 2025

AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering

AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering

Keerthiram Murugesan

Vincent Galassi

178

3

0

06 Oct 2025

VBM-NET: Visual Base Pose Learning for Mobile Manipulation using Equivariant TransporterNet and GNNs

VBM-NET: Visual Base Pose Learning for Mobile Manipulation using Equivariant TransporterNet and GNNs

Lakshadeep Naik

100

0

0

05 Oct 2025

Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes

Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes

203

1

0

05 Oct 2025

ICEPool: Enhancing Graph Pooling Networks with Inter-cluster Connectivity

ICEPool: Enhancing Graph Pooling Networks with Inter-cluster Connectivity

131

0

0

05 Oct 2025

Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning with MLPs

Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning with MLPsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2025

296

0

0

05 Oct 2025

On the Convergence and Size Transferability of Continuous-depth Graph Neural Networks

On the Convergence and Size Transferability of Continuous-depth Graph Neural Networks

180

0

0

04 Oct 2025

Generalization of Graph Neural Network Models for Distribution Grid Fault Detection

Generalization of Graph Neural Network Models for Distribution Grid Fault Detection

Burak Karabulut

163

0

0

03 Oct 2025

BrainIB++: Leveraging Graph Neural Networks and Information Bottleneck for Functional Brain Biomarkers in Schizophrenia

BrainIB++: Leveraging Graph Neural Networks and Information Bottleneck for Functional Brain Biomarkers in SchizophreniaBiomedical Signal Processing and Control (BSPC), 2025

Vince D. Calhoun

Guido van Wingen

136

0

0

03 Oct 2025

Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering

Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering

133

0

0

03 Oct 2025

Triplet-Structured Knowledge Integration for Multi-Turn Medical Reasoning

Triplet-Structured Knowledge Integration for Multi-Turn Medical Reasoning

244

0

0

03 Oct 2025

VisitHGNN: Heterogeneous Graph Neural Networks for Modeling Point-of-Interest Visit Patterns

VisitHGNN: Heterogeneous Graph Neural Networks for Modeling Point-of-Interest Visit Patterns

137

0

0

03 Oct 2025

RainSeer: Fine-Grained Rainfall Reconstruction via Physics-Guided Modeling

RainSeer: Fine-Grained Rainfall Reconstruction via Physics-Guided Modeling

120

0

0

02 Oct 2025

Detecting LLM-Generated Spam Reviews by Integrating Language Model Embeddings and Graph Neural Network

Detecting LLM-Generated Spam Reviews by Integrating Language Model Embeddings and Graph Neural Network

190

0

0

02 Oct 2025

Are LLMs Better GNN Helpers? Rethinking Robust Graph Learning under Deficiencies with Iterative Refinement

Are LLMs Better GNN Helpers? Rethinking Robust Graph Learning under Deficiencies with Iterative Refinement

115

0

0

02 Oct 2025

Heterogeneous Graph Representation of Stiffened Panels with Non-Uniform Boundary Conditions and Loads

Heterogeneous Graph Representation of Stiffened Panels with Non-Uniform Boundary Conditions and Loads

143

1

0

02 Oct 2025

Interpretable Neuropsychiatric Diagnosis via Concept-Guided Graph Neural Networks

Interpretable Neuropsychiatric Diagnosis via Concept-Guided Graph Neural Networks

224

0

0

02 Oct 2025

LEAP: Local ECT-Based Learnable Positional Encodings for Graphs

LEAP: Local ECT-Based Learnable Positional Encodings for Graphs

Patrick Schnider

94

1

0

01 Oct 2025

RTFF: Random-to-Target Fabric Flattening Policy using Dual-Arm Manipulator

RTFF: Random-to-Target Fabric Flattening Policy using Dual-Arm Manipulator

Dipankar Bhattacharya

Kazuhiro Kosuge

81

0

0

01 Oct 2025

GDLNN: Marriage of Programming Language and Neural Networks for Accurate and Easy-to-Explain Graph Classification

GDLNN: Marriage of Programming Language and Neural Networks for Accurate and Easy-to-Explain Graph Classification

100

0

0

01 Oct 2025

Graph Integrated Multimodal Concept Bottleneck Model

Graph Integrated Multimodal Concept Bottleneck Model

96

0

0

01 Oct 2025

Graph2Region: Efficient Graph Similarity Learning with Structure and Scale Restoration

Graph2Region: Efficient Graph Similarity Learning with Structure and Scale RestorationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025

131

0

0

01 Oct 2025

Equivariant Geometric Scattering Networks via Vector Diffusion Wavelets

Equivariant Geometric Scattering Networks via Vector Diffusion Wavelets

David R. Johnson

Smita Krishnaswamy

Michael Perlmutter

139

0

0

01 Oct 2025

Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification

Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification

J. A. dos Santos

109

0

0

30 Sep 2025

Cooperative Autonomous Driving in Diverse Behavioral Traffic: A Heterogeneous Graph Reinforcement Learning Approach

Cooperative Autonomous Driving in Diverse Behavioral Traffic: A Heterogeneous Graph Reinforcement Learning Approach

60

0

0

30 Sep 2025

Atlas-free Brain Network Transformer

Atlas-free Brain Network Transformer

78

0

0

30 Sep 2025

MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification

MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification

115

0

0

30 Sep 2025

GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data

GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data

116

0

0

30 Sep 2025

MC-GNNAS-Dock: Multi-criteria GNN-based Algorithm Selection for Molecular Docking

MC-GNNAS-Dock: Multi-criteria GNN-based Algorithm Selection for Molecular Docking

Jiabao Brad Wang

79

1

0

30 Sep 2025

Items Proxy Bridging: Enabling Frictionless Critiquing in Knowledge Graph Recommendations

Items Proxy Bridging: Enabling Frictionless Critiquing in Knowledge Graph Recommendations

126

0

0

30 Sep 2025

Graph Foundation Models: Bridging Language Model Paradigms and Graph Optimization

Graph Foundation Models: Bridging Language Model Paradigms and Graph Optimization

Zuo-Jun Max Shen

133

0

0

29 Sep 2025

Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks

Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks

Ya-Wei Eileen Lin

224

0

0

29 Sep 2025

Learning to Interact in World Latent for Team Coordination

Learning to Interact in World Latent for Team Coordination

264

0

0

29 Sep 2025

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