| Decomposing weather forecasting into advection and convection with neural networks | May 10, 2024 | Graph AttentionWeather Forecasting | —Unverified | 0 |
| GeoContrastNet: Contrastive Key-Value Edge Learning for Language-Agnostic Document Understanding | May 6, 2024 | Contrastive Learningdocument understanding | CodeCode Available | 0 |
| Automatic Assessment of Dysarthria Using Audio-visual Vowel Graph Attention Network | May 6, 2024 | Deep LearningGraph Attention | —Unverified | 0 |
| Multi-hop graph transformer network for 3D human pose estimation | May 5, 2024 | 3D Human Pose EstimationGraph Attention | —Unverified | 0 |
| R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models | May 4, 2024 | Graph AttentionHallucination | —Unverified | 0 |
| Heterogeneous network and graph attention auto-encoder for LncRNA-disease association prediction | May 3, 2024 | Graph Attention | —Unverified | 0 |
| Aspect and Opinion Term Extraction Using Graph Attention Network | Apr 30, 2024 | Graph Attentionnamed-entity-recognition | —Unverified | 0 |
| Graph Convolutional Networks and Graph Attention Networks for Approximating Arguments Acceptability -- Technical Report | Apr 29, 2024 | Abstract ArgumentationGraph Attention | —Unverified | 0 |
| Spatial-Temporal Bipartite Graph Attention Network for Traffic Forecasting | Apr 25, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer | Apr 25, 2024 | Cross-Lingual TransferGraph Attention | CodeCode Available | 0 |
| GraphMatcher: A Graph Representation Learning Approach for Ontology Matching | Apr 20, 2024 | Graph AttentionGraph Representation Learning | CodeCode Available | 0 |
| Graph Neural Networks for Protein-Protein Interactions - A Short Survey | Apr 16, 2024 | Graph AttentionSurvey | —Unverified | 0 |
| PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network | Apr 16, 2024 | Autonomous DrivingFeature Engineering | —Unverified | 0 |
| Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments | Apr 16, 2024 | Dataset GenerationGraph Attention | —Unverified | 0 |
| Hyperbolic Heterogeneous Graph Attention Networks | Apr 15, 2024 | ClusteringGraph Attention | —Unverified | 0 |
| Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation | Apr 11, 2024 | counterfactualGraph Attention | CodeCode Available | 0 |
| GRANP: A Graph Recurrent Attentive Neural Process Model for Vehicle Trajectory Prediction | Apr 9, 2024 | Autonomous DrivingDecoder | CodeCode Available | 0 |
| Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty | Apr 9, 2024 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment | Apr 6, 2024 | Graph Attention | CodeCode Available | 0 |
| On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers | Apr 4, 2024 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| Drug-target interaction prediction by integrating heterogeneous information with mutual attention network | Apr 3, 2024 | Drug DiscoveryGraph Attention | CodeCode Available | 0 |
| Sentence-level Media Bias Analysis with Event Relation Graph | Apr 2, 2024 | Graph AttentionLanguage Modeling | CodeCode Available | 0 |
| MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs Embedding | Mar 28, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Topological Cycle Graph Attention Network for Brain Functional Connectivity | Mar 28, 2024 | Functional ConnectivityGraph Attention | —Unverified | 0 |
| HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks | Mar 26, 2024 | Graph AttentionNode Classification | CodeCode Available | 0 |
| EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields | Mar 26, 2024 | Atomic ForcesEnsemble Learning | —Unverified | 0 |
| Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning | Mar 24, 2024 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks | Mar 22, 2024 | BlockingGraph Attention | —Unverified | 0 |
| MOGAM: A Multimodal Object-oriented Graph Attention Model for Depression Detection | Mar 21, 2024 | Depression DetectionGraph Attention | —Unverified | 0 |
| SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention | Mar 21, 2024 | GPUGraph Attention | CodeCode Available | 0 |
| Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Mar 18, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 0 |
| SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph | Mar 14, 2024 | Graph AttentionObject | —Unverified | 0 |
| SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention | Mar 13, 2024 | 3D visual groundingcross-modal alignment | CodeCode Available | 0 |
| scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation | Mar 13, 2024 | Graph AttentionImputation | CodeCode Available | 0 |
| Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data | Mar 11, 2024 | Graph AttentionGraph Regression | —Unverified | 0 |
| 3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario | Mar 4, 2024 | 3D Hand Pose EstimationGraph Attention | —Unverified | 0 |
| RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space | Mar 4, 2024 | Graph AttentionLink Prediction | —Unverified | 0 |
| Representation Learning on Heterophilic Graph with Directional Neighborhood Attention | Mar 3, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation | Mar 2, 2024 | Age EstimationDisentanglement | —Unverified | 0 |
| FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis | Mar 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Spatial Craving Patterns in Marijuana Users: Insights from fMRI Brain Connectivity Analysis with High-Order Graph Attention Neural Networks | Feb 29, 2024 | Graph Attention | —Unverified | 0 |
| HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention | Feb 28, 2024 | ClassificationGraph Attention | CodeCode Available | 0 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph | Feb 28, 2024 | AllGraph Attention | CodeCode Available | 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 |
| CCPA: Long-term Person Re-Identification via Contrastive Clothing and Pose Augmentation | Feb 22, 2024 | Graph AttentionPerson Re-Identification | —Unverified | 0 |
| APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion | Feb 20, 2024 | AttributeGraph Attention | —Unverified | 0 |
| Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale | Feb 13, 2024 | DisentanglementGraph Attention | CodeCode Available | 0 |
| LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection | Feb 13, 2024 | Fake News DetectionGraph Attention | —Unverified | 0 |