| Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate | Feb 7, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Contrastive Learning for Connectome Classification | Feb 7, 2025 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data | Feb 6, 2025 | Graph Neural Network | —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 Enabled Fluid Antenna Systems: A Two-Stage Approach | Feb 6, 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 |
| Learning Semantics-aware Search Operators for Genetic Programming | Feb 6, 2025 | Graph Neural NetworkProgram Synthesis | —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 |
| SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels | Feb 5, 2025 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies | Feb 5, 2025 | Graph Neural NetworkSensor Modeling | —Unverified | 0 |
