| Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media | Feb 22, 2025 | ClusteringFake News Detection | —Unverified | 0 |
| MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification | Feb 22, 2025 | ClassificationComputational Efficiency | CodeCode Available | 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 |
| GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer | Feb 21, 2025 | Graph Neural NetworkRetrieval | —Unverified | 0 |
| Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients | Feb 21, 2025 | Deep LearningEEG | —Unverified | 0 |
| Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment | Feb 20, 2025 | Graph Neural Network | —Unverified | 0 |
| Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting | Feb 20, 2025 | AllGraph Neural Network | —Unverified | 0 |
| 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 |
| UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs | Feb 17, 2025 | Graph Neural Network | —Unverified | 0 |
| Structure based SAT dataset for analysing GNN generalisation | 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 |
| To Bin or not to Bin: Alternative Representations of Mass Spectra | Feb 15, 2025 | DiversityGraph Neural Network | —Unverified | 0 |
| A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction | Feb 15, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities | Feb 15, 2025 | Community DetectionGraph Neural Network | —Unverified | 0 |
| On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning | Feb 15, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 |
| DICE: Device-level Integrated Circuits Encoder with Graph Contrastive Pretraining | Feb 13, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations | Feb 12, 2025 | AttributeGraph Neural Network | —Unverified | 0 |
| Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation | Feb 12, 2025 | Domain AdaptationGraph Classification | —Unverified | 0 |
| Self-Evaluation for Job-Shop Scheduling | Feb 12, 2025 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Data Pricing for Graph Neural Networks without Pre-purchased Inspection | Feb 12, 2025 | Graph Neural Network | —Unverified | 0 |
| Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems | Feb 11, 2025 | Graph Neural Network | CodeCode Available | 0 |
| Fast and Accurate Antibody Sequence Design via Structure Retrieval | Feb 11, 2025 | Graph Neural NetworkProtein Design | —Unverified | 0 |
| Prompt-Driven Continual Graph Learning | Feb 10, 2025 | Continual LearningGraph Learning | CodeCode Available | 0 |