| Graph Representation Learning Strategies for Omics Data: A Case Study on Parkinson's Disease | Jun 20, 2024 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models | Jun 17, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 |
| Scaling Graph Convolutions for Mobile Vision | Jun 9, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Higher-order Structure Based Anomaly Detection on Attributed Networks | Jun 7, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
| Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint | Jun 7, 2024 | Graph Attention | CodeCode Available | 0 |
| Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection | Jun 4, 2024 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Multimodal Reasoning with Multimodal Knowledge Graph | Jun 4, 2024 | cross-modal alignmentGraph Attention | —Unverified | 0 |
| 3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information | Jun 3, 2024 | 3D Pose EstimationDecoder | —Unverified | 0 |
| D-FaST: Cognitive Signal Decoding with Disentangled Frequency-Spatial-Temporal Attention | Jun 2, 2024 | DecoderGraph Attention | —Unverified | 0 |
| SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection | Jun 2, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| GATE: How to Keep Out Intrusive Neighbors | Jun 1, 2024 | Graph Attention | CodeCode Available | 0 |
| GasTrace: Detecting Sandwich Attack Malicious Accounts in Ethereum | May 30, 2024 | ClassificationGraph Attention | —Unverified | 0 |
| Graph Neural Networks on Quantum Computers | May 27, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations | May 23, 2024 | Graph Attention | —Unverified | 0 |
| GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems | May 21, 2024 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | May 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| Towards Knowledge-Infused Automated Disease Diagnosis Assistant | May 18, 2024 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | May 17, 2024 | Fact VerificationGraph Attention | CodeCode Available | 0 |
| Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention | May 16, 2024 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Fighter flight trajectory prediction based on spatio-temporal graphcial attention network | May 13, 2024 | Graph AttentionTrajectory Prediction | —Unverified | 0 |
| Decomposing weather forecasting into advection and convection with neural networks | May 10, 2024 | Graph AttentionWeather Forecasting | —Unverified | 0 |
| Automatic Assessment of Dysarthria Using Audio-visual Vowel Graph Attention Network | May 6, 2024 | Deep LearningGraph Attention | —Unverified | 0 |
| GeoContrastNet: Contrastive Key-Value Edge Learning for Language-Agnostic Document Understanding | May 6, 2024 | Contrastive Learningdocument understanding | CodeCode Available | 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 |
| Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments | Apr 16, 2024 | Dataset GenerationGraph Attention | —Unverified | 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 |
| Hyperbolic Heterogeneous Graph Attention Networks | Apr 15, 2024 | ClusteringGraph Attention | —Unverified | 0 |
| Hierarchical Attention Models for Multi-Relational Graphs | Apr 14, 2024 | Graph AttentionLink Prediction | CodeCode Available | 1 |
| 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 |
| Topological Cycle Graph Attention Network for Brain Functional Connectivity | Mar 28, 2024 | Functional ConnectivityGraph Attention | —Unverified | 0 |
| MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs Embedding | Mar 28, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 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 |
| RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks | Mar 25, 2024 | Graph Attention | CodeCode Available | 1 |
| Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning | Mar 24, 2024 | Deep LearningDemand Forecasting | —Unverified | 0 |