| 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 |
| GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures | Jan 15, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks | Jan 15, 2025 | Graph 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 |
| A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Jan 13, 2025 | Deep LearningEmotion Recognition | —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 |
| 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 |
| DeltaGNN: Graph Neural Network with Information Flow Control | Jan 10, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
