| Deep Graph Attention Networks | Oct 21, 2024 | Graph Attention | CodeCode Available | 0 |
| A Heterogeneous Network-based Contrastive Learning Approach for Predicting Drug-Target Interaction | Oct 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing | Oct 20, 2024 | Graph Attention | —Unverified | 0 |
| Medical-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data | Oct 19, 2024 | Document ClassificationGraph Attention | —Unverified | 0 |
| GESH-Net: Graph-Enhanced Spherical Harmonic Convolutional Networks for Cortical Surface Registration | Oct 18, 2024 | Deep LearningGraph Attention | —Unverified | 0 |
| MarineFormer: A Spatio-Temporal Attention Model for USV Navigation in Dynamic Marine Environments | Oct 17, 2024 | Collision AvoidanceGraph Attention | —Unverified | 0 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction | Oct 15, 2024 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| Network Representation Learning for Biophysical Neural Network Analysis | Oct 15, 2024 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks | Oct 13, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Federated Graph Learning for Cross-Domain Recommendation | Oct 10, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| Faithful Interpretation for Graph Neural Networks | Oct 9, 2024 | Graph Attention | —Unverified | 0 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 |
| Efficient Large-Scale Urban Parking Prediction: Graph Coarsening Based on Real-Time Parking Service Capability | Oct 5, 2024 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification | Oct 3, 2024 | Document ClassificationGraph Attention | —Unverified | 0 |
| VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings | Oct 2, 2024 | GPUGraph Attention | —Unverified | 0 |
| Latent Representation Learning for Multimodal Brain Activity Translation | Sep 27, 2024 | EEGFunctional Connectivity | —Unverified | 0 |
| Hand-object reconstruction via interaction-aware graph attention mechanism | Sep 26, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Targeted Neural Architectures in Multi-Objective Frameworks for Complete Glioma Characterization from Multimodal MRI | Sep 25, 2024 | Graph AttentionTumor Segmentation | —Unverified | 0 |
| Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals | Sep 24, 2024 | EEGGraph Attention | —Unverified | 0 |
| Dual Stream Graph Transformer Fusion Networks for Enhanced Brain Decoding | Sep 23, 2024 | Brain DecodingGraph Attention | —Unverified | 0 |
| GATher: Graph Attention Based Predictions of Gene-Disease Links | Sep 23, 2024 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| Graph Network Models To Detect Illicit Transactions In Block Chain | Sep 23, 2024 | Graph Attention | —Unverified | 0 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 |
| A Sinkhorn Regularized Adversarial Network for Image Guided DEM Super-resolution using Frequency Selective Hybrid Graph Transformer | Sep 21, 2024 | Graph AttentionSuper-Resolution | —Unverified | 0 |