| GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures | Jan 15, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network | Dec 24, 2024 | GPUgraph construction | CodeCode Available | 1 |
| Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck | Dec 20, 2024 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 |
| GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks | Dec 11, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Fragmented Layer Grouping in GUI Designs Through Graph Learning Based on Multimodal Information | Dec 7, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| PerLA: Perceptive 3D Language Assistant | Nov 29, 2024 | Dense CaptioningGraph Neural Network | CodeCode Available | 1 |
| SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition | Nov 29, 2024 | Emotion RecognitionGraph Neural Network | CodeCode Available | 1 |
| Causal and Local Correlations Based Network for Multivariate Time Series Classification | Nov 27, 2024 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| Lie-Equivariant Quantum Graph Neural Networks | Nov 22, 2024 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 |
| TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding | Nov 15, 2024 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
