| Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition | Jan 24, 2025 | EEGEEG Emotion Recognition | —Unverified | 0 |
| The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression | Jan 23, 2025 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids | Jan 21, 2025 | Graph Neural NetworkState Estimation | —Unverified | 0 |
| A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications | Jan 21, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Fast instance-specific algorithm configuration with graph neural network | Jan 20, 2025 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning | Jan 16, 2025 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks | Jan 15, 2025 | Graph Neural Network | CodeCode Available | 1 |
| GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures | Jan 15, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression | Jan 14, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems | Jan 13, 2025 | Graph Neural Network | —Unverified | 0 |
| A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Jan 13, 2025 | Deep LearningEmotion Recognition | —Unverified | 0 |
| Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning | Jan 13, 2025 | Compositional Zero-Shot LearningGraph Neural Network | —Unverified | 0 |
| Automated Heterogeneous Network learning with Non-Recursive Message Passing | Jan 10, 2025 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 0 |
| Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization | Jan 10, 2025 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials | Jan 10, 2025 | Computational chemistryGraph Neural Network | —Unverified | 0 |
| TransPlace: Transferable Circuit Global Placement via Graph Neural Network | Jan 10, 2025 | Graph Neural Network | CodeCode Available | 0 |
| DeltaGNN: Graph Neural Network with Information Flow Control | Jan 10, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Data-Driven Radio Propagation Modeling using Graph Neural Networks | Jan 8, 2025 | Graph Neural Network | —Unverified | 0 |
| Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors | Jan 8, 2025 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Dynamic Localisation of Spatial-Temporal Graph Neural Network | Jan 8, 2025 | Graph Neural Network | —Unverified | 0 |
| LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging | Jan 7, 2025 | Audio ClassificationGraph Neural Network | —Unverified | 0 |
| MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction | Jan 7, 2025 | Graph Neural NetworkTraffic Prediction | CodeCode Available | 0 |
| CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks | Jan 6, 2025 | Federated LearningGraph Neural Network | —Unverified | 0 |
| LightGNN: Simple Graph Neural Network for Recommendation | Jan 6, 2025 | Computational EfficiencyGraph Neural Network | CodeCode Available | 2 |
| Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation | Jan 5, 2025 | Graph Neural Network | —Unverified | 0 |