| Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network | Sep 3, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification | Aug 30, 2024 | Cancer Classificationfeature selection | CodeCode Available | 0 |
| H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration | Aug 29, 2024 | Deformable Medical Image RegistrationGPU | —Unverified | 0 |
| TempoKGAT: A Novel Graph Attention Network Approach for Temporal Graph Analysis | Aug 29, 2024 | Graph Attention | CodeCode Available | 0 |
| RGDA-DDI: Residual graph attention network and dual-attention based framework for drug-drug interaction prediction | Aug 27, 2024 | Graph AttentionPrediction | CodeCode Available | 0 |
| Graph Attention Inference of Network Topology in Multi-Agent Systems | Aug 27, 2024 | Graph AttentionLink Prediction | —Unverified | 0 |
| Multi-SIGATnet: A multimodal schizophrenia MRI classification algorithm using sparse interaction mechanisms and graph attention networks | Aug 25, 2024 | Graph AttentionMRI classification | —Unverified | 0 |
| Applying graph neural network to SupplyGraph for supply chain network | Aug 23, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GACL: Graph Attention Collaborative Learning for Temporal QoS Prediction | Aug 20, 2024 | Graph AttentionPrediction | —Unverified | 0 |
| Neighbor Overlay-Induced Graph Attention Network | Aug 16, 2024 | Graph Attention | —Unverified | 0 |
| LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components Identification | Aug 10, 2024 | Data AugmentationDiversity | CodeCode Available | 0 |
| Heterogeneous graph attention network improves cancer multiomics integration | Aug 5, 2024 | feature selectionGraph Attention | CodeCode Available | 0 |
| Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Aug 1, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity Alignment | Jul 29, 2024 | Entity AlignmentGraph Attention | CodeCode Available | 0 |
| Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation | Jul 23, 2024 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks | Jul 22, 2024 | Graph AttentionPortfolio Optimization | —Unverified | 0 |
| EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction | Jul 18, 2024 | Edge ClassificationGraph Attention | —Unverified | 0 |
| SafePowerGraph: Safety-aware Evaluation of Graph Neural Networks for Transmission Power Grids | Jul 17, 2024 | Graph AttentionSelf-Supervised Learning | CodeCode Available | 0 |
| Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation | Jul 15, 2024 | Graph AttentionMotion Generation | —Unverified | 0 |
| MKDTI: Predicting drug-target interactions via multiple kernel fusion on graph attention network | Jul 14, 2024 | Graph Attention | —Unverified | 0 |
| Graph Transformers: A Survey | Jul 13, 2024 | DiversityGraph Attention | —Unverified | 0 |
| Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections | Jul 9, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics | Jul 9, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention | Jul 8, 2024 | Graph AttentionInductive Bias | —Unverified | 0 |
| Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey | Jul 8, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Leveraging Graph Structures to Detect Hallucinations in Large Language Models | Jul 5, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNs | Jul 1, 2024 | Graph Attention | —Unverified | 0 |
| Understanding Multistationarity of Fully Open Reaction Networks | Jul 1, 2024 | EpidemiologyGraph Attention | —Unverified | 0 |
| Sequence Graph Network for Online Debate Analysis | Jun 26, 2024 | Graph Attention | CodeCode Available | 0 |
| BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals | Jun 24, 2024 | Functional ConnectivityGraph Attention | —Unverified | 0 |
| Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things | Jun 22, 2024 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics Data | Jun 21, 2024 | Disease PredictionGraph Attention | CodeCode Available | 0 |
| 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 |
| 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 |
| Multimodal Reasoning with Multimodal Knowledge Graph | Jun 4, 2024 | cross-modal alignmentGraph Attention | —Unverified | 0 |
| Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection | Jun 4, 2024 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| 3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information | Jun 3, 2024 | 3D Pose EstimationDecoder | —Unverified | 0 |
| SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection | Jun 2, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| D-FaST: Cognitive Signal Decoding with Disentangled Frequency-Spatial-Temporal Attention | Jun 2, 2024 | DecoderGraph Attention | —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 |
| 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 |