| A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News | Nov 9, 2024 | Deep LearningFake News Detection | —Unverified | 0 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations | Nov 7, 2024 | Graph Attention | CodeCode Available | 0 |
| HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection | Nov 4, 2024 | Anomaly DetectionAttribute | CodeCode Available | 0 |
| UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering | Nov 4, 2024 | ClusteringGraph Attention | CodeCode Available | 0 |
| Continuous and complete liver vessel segmentation with graph-attention guided diffusion | Nov 1, 2024 | Graph AttentionSegmentation | —Unverified | 0 |
| Extracting Alpha from Financial Analyst Networks | Oct 27, 2024 | Graph Attention | —Unverified | 0 |
| GATES: Graph Attention Network with Global Expression Fusion for Deciphering Spatial Transcriptome Architectures | Oct 26, 2024 | Graph Attention | CodeCode Available | 0 |
| Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences | Oct 24, 2024 | Graph AttentionPrediction | —Unverified | 0 |
| Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition | Oct 24, 2024 | ClassificationEdge Classification | —Unverified | 0 |
| Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images | Oct 24, 2024 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Dynamic graph neural networks for enhanced volatility prediction in financial markets | Oct 22, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| PLDR-LLM: Large Language Model from Power Law Decoder Representations | Oct 22, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Deep Graph Attention Networks | Oct 21, 2024 | Graph Attention | CodeCode Available | 0 |
| Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing | Oct 20, 2024 | Graph Attention | —Unverified | 0 |
| A Heterogeneous Network-based Contrastive Learning Approach for Predicting Drug-Target Interaction | Oct 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 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 |
| 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 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —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 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —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 |
| 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 |
| Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning | Sep 20, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Analysis of Gene Regulatory Networks from Gene Expression Using Graph Neural Networks | Sep 20, 2024 | Drug DiscoveryGraph Attention | CodeCode Available | 0 |
| GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification | Sep 20, 2024 | Graph Attentiontext-classification | CodeCode Available | 0 |
| Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data | Sep 19, 2024 | ClusteringDiversity | —Unverified | 0 |
| Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning | Sep 17, 2024 | Graph AttentionImage Segmentation | —Unverified | 0 |
| Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning | Sep 15, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| Sybil Detection using Graph Neural Networks | Sep 13, 2024 | Graph Attention | —Unverified | 0 |
| Critical link identification of power system vulnerability based on modified graph attention network | Sep 12, 2024 | Graph Attention | —Unverified | 0 |
| An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX) | Sep 5, 2024 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps | Sep 5, 2024 | Graph Attentionpoint of interests | —Unverified | 0 |
| Incorporating Like-Minded Peers to Overcome Friend Data Sparsity in Session-Based Social Recommendations | Sep 4, 2024 | Graph AttentionSession-Based Recommendations | —Unverified | 0 |
| Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images | Sep 3, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |