| NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA | Feb 8, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Enabled Pinching Antennas | Feb 8, 2025 | Computational EfficiencyGraph Attention | —Unverified | 0 |
| Graph Contrastive Learning for Connectome Classification | Feb 7, 2025 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation | Feb 7, 2025 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 |
| Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate | Feb 7, 2025 | Graph Neural Network | —Unverified | 0 |
| ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels | Feb 6, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning | Feb 6, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data | Feb 6, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach | Feb 6, 2025 | Graph Neural Network | —Unverified | 0 |
| Learning Semantics-aware Search Operators for Genetic Programming | Feb 6, 2025 | Graph Neural NetworkProgram Synthesis | —Unverified | 0 |
| Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies | Feb 5, 2025 | Graph Neural NetworkSensor Modeling | —Unverified | 0 |
| Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators | Feb 5, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Contrastive Token-level Explanations for Graph-based Rumour Detection | Feb 5, 2025 | Graph Neural NetworkRumour Detection | —Unverified | 0 |
| Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data | Feb 4, 2025 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 |
| scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis | Feb 4, 2025 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb | Feb 4, 2025 | GPUGraph Neural Network | CodeCode Available | 0 |
| MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning | Feb 4, 2025 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks | Feb 2, 2025 | Graph Neural Network | —Unverified | 0 |
| Converting Transformers into DGNNs Form | Feb 1, 2025 | Computational EfficiencyDocument Classification | CodeCode Available | 0 |
| Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration | Jan 31, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models | Jan 30, 2025 | Graph Neural NetworkQuantization | —Unverified | 0 |
| ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks | Jan 30, 2025 | ClusteringGraph Neural Network | —Unverified | 0 |
| Hypergraph Diffusion for High-Order Recommender Systems | Jan 28, 2025 | Collaborative FilteringContrastive Learning | —Unverified | 0 |
| Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting | Jan 28, 2025 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems | Jan 27, 2025 | Graph Neural Network | —Unverified | 0 |