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| PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction | Oct 1, 2023 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| Are Graph Neural Networks Optimal Approximation Algorithms? | Oct 1, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| ResolvNet: A Graph Convolutional Network with multi-scale Consistency | Sep 30, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Learning State-Augmented Policies for Information Routing in Communication Networks | Sep 30, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Generative Design of inorganic compounds using deep diffusion language models | Sep 30, 2023 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data | Sep 29, 2023 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| ADMET property prediction through combinations of molecular fingerprints | Sep 29, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Reinforcement Learning for Node Selection in Branch-and-Bound | Sep 29, 2023 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems | Sep 29, 2023 | Efficient Explorationenergy management | —Unverified | 0 |
