| DAGAM: A Domain Adversarial Graph Attention Model for Subject Independent EEG-Based Emotion Recognition | Feb 27, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds | Jul 3, 2023 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs | Nov 3, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning | Sep 15, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation | Jul 4, 2022 | AttributeDecoder | —Unverified | 0 |
| GAL-MAD: Towards Explainable Anomaly Detection in Microservice Applications Using Graph Attention Networks | Mar 31, 2025 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Graph Attention Network For Microwave Imaging of Brain Anomaly | Aug 4, 2021 | Anomaly LocalizationGraph Attention | —Unverified | 0 |
| Graph Attention Networks for Anti-Spoofing | Apr 8, 2021 | Graph AttentionSpeaker Verification | —Unverified | 0 |
| Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data | Jan 10, 2025 | Graph Attention | —Unverified | 0 |
| D2GCLF: Document-to-Graph Classifier for Legal Document Classification | Jul 1, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation | Aug 1, 2021 | Abstract Meaning RepresentationEvent Extraction | —Unverified | 0 |
| DeepGATGO: A Hierarchical Pretraining-Based Graph-Attention Model for Automatic Protein Function Prediction | Jul 24, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Deep Graph Attention Model | Sep 15, 2017 | General ClassificationGraph Attention | —Unverified | 0 |
| A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News | Nov 9, 2024 | Deep LearningFake News Detection | —Unverified | 0 |
| GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series | Feb 26, 2024 | Graph AttentionManagement | —Unverified | 0 |
| GASCN: Graph Attention Shape Completion Network | Jan 20, 2022 | Graph Attention | —Unverified | 0 |
| Cybersecurity Entity Alignment via Masked Graph Attention Networks | Jul 4, 2022 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Attribute Artifacts Removal for Geometry-based Point Cloud Compression | Dec 1, 2021 | AttributeGraph Attention | —Unverified | 0 |
| Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility | Feb 14, 2023 | Decision MakingDecoder | —Unverified | 0 |
| GasTrace: Detecting Sandwich Attack Malicious Accounts in Ethereum | May 30, 2024 | ClassificationGraph Attention | —Unverified | 0 |
| Fighter flight trajectory prediction based on spatio-temporal graphcial attention network | May 13, 2024 | Graph AttentionTrajectory Prediction | —Unverified | 0 |
| FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders | Dec 2, 2024 | Graph Attentiongraph construction | —Unverified | 0 |
| Gated Relational Graph Attention Networks | Jan 1, 2021 | Graph AttentionLong-range modeling | —Unverified | 0 |
| Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle | Feb 15, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking | Dec 2, 2024 | Computational EfficiencyContrastive Learning | —Unverified | 0 |
| Few-Shot Semantic Segmentation with Democratic Attention Networks | Aug 1, 2020 | Few-Shot Semantic SegmentationGraph Attention | —Unverified | 0 |
| Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection | Dec 29, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Demystifying Oversmoothing in Attention-Based Graph Neural Networks | May 25, 2023 | Graph Attention | —Unverified | 0 |
| Attonsecond Streaking Phase Retrieval Via Deep Learning Methods | May 6, 2025 | Deep LearningGraph Attention | —Unverified | 0 |
| GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation | Nov 24, 2023 | Graph AttentionImputation | —Unverified | 0 |
| GATher: Graph Attention Based Predictions of Gene-Disease Links | Sep 23, 2024 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| GATology for Linguistics: What Syntactic Dependencies It Knows | May 22, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving | Nov 1, 2020 | Common Sense ReasoningDecoder | —Unverified | 0 |
| GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNs | Jul 1, 2024 | Graph Attention | —Unverified | 0 |
| GATSY: Graph Attention Network for Music Artist Similarity | Nov 1, 2023 | Graph Attention | —Unverified | 0 |
| GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction | Dec 19, 2023 | Collision AvoidanceDenoising | —Unverified | 0 |
| Graph Attention MLP with Reliable Label Utilization | Aug 23, 2021 | Graph Attention | —Unverified | 0 |
| Spatial-Temporal Attention Fusion Network for short-term passenger flow prediction on holidays in urban rail transit systems | Feb 27, 2022 | Graph AttentionManagement | —Unverified | 0 |
| FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design | May 30, 2023 | Graph Attention | —Unverified | 0 |
| Feedback Graph Attention Convolutional Network for Medical Image Enhancement | Jun 24, 2020 | Diffusion MRIGraph Attention | —Unverified | 0 |
| Attention-wise masked graph contrastive learning for predicting molecular property | May 2, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification | Jan 13, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| GHOST: A Graph Neural Network Accelerator using Silicon Photonics | Jul 4, 2023 | CPUDrug Discovery | —Unverified | 0 |
| Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation | Dec 11, 2024 | Data AugmentationFederated Learning | —Unverified | 0 |
| GKS: Graph-based Knowledge Selector for Task-oriented Dialog System | Dec 7, 2021 | Decision MakingGraph Attention | —Unverified | 0 |
| Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers | Jun 23, 2023 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification | Apr 12, 2022 | Graph AttentionHyperspectral Image Classification | —Unverified | 0 |
| Federated Graph Learning for Cross-Domain Recommendation | Oct 10, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness | Dec 3, 2021 | Drug DesignFeature Importance | —Unverified | 0 |