| Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction | Feb 27, 2025 | DecoderGraph Neural Network | —Unverified | 0 |
| SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein Degradation | Feb 26, 2025 | Blind DockingDecoder | CodeCode Available | 1 |
| Multi-level Attention-guided Graph Neural Network for Image Restoration | Feb 26, 2025 | Graph Neural NetworkImage Restoration | —Unverified | 0 |
| A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network | Feb 25, 2025 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes | Feb 25, 2025 | Activity RecognitionExplainable artificial intelligence | —Unverified | 0 |
| A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs | Feb 25, 2025 | Graph Neural NetworkMULTI-VIEW LEARNING | —Unverified | 0 |
| Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks | Feb 24, 2025 | Graph Neural NetworkMath | CodeCode Available | 0 |
| Subsampling Graphs with GNN Performance Guarantees | Feb 23, 2025 | Graph Neural NetworkModel Selection | —Unverified | 0 |
| Network Tomography with Path-Centric Graph Neural Network | Feb 23, 2025 | Fault DiagnosisGraph Neural Network | —Unverified | 0 |
| Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Feb 23, 2025 | Disease PredictionGraph Neural Network | CodeCode Available | 0 |
| HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks | Feb 22, 2025 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media | Feb 22, 2025 | ClusteringFake News Detection | —Unverified | 0 |
| Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network | Feb 22, 2025 | Graph Neural Network | —Unverified | 0 |
| Co-evolution-based Metal-binding Residue Prediction with Graph Neural Networks | Feb 22, 2025 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification | Feb 22, 2025 | ClassificationComputational Efficiency | CodeCode Available | 0 |
| Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients | Feb 21, 2025 | Deep LearningEEG | —Unverified | 0 |
| GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer | Feb 21, 2025 | Graph Neural NetworkRetrieval | —Unverified | 0 |
| Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting | Feb 20, 2025 | AllGraph Neural Network | —Unverified | 0 |
| Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment | Feb 20, 2025 | Graph Neural Network | —Unverified | 0 |
| Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck | Feb 20, 2025 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective | Feb 19, 2025 | Federated LearningGraph Neural Network | —Unverified | 0 |
| NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches | Feb 18, 2025 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Structure based SAT dataset for analysing GNN generalisation | Feb 17, 2025 | Graph Neural Network | —Unverified | 0 |
| UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs | Feb 17, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin | Feb 17, 2025 | Graph ClassificationGraph Neural Network | —Unverified | 0 |