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| Geometry-Complete Perceptron Networks for 3D Molecular Graphs | Nov 4, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| Materials Property Prediction with Uncertainty Quantification: A Benchmark Study | Nov 4, 2022 | Active LearningBand Gap | CodeCode Available | 1 |
| Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation | Nov 3, 2022 | Collision AvoidanceGraph Neural Network | CodeCode Available | 1 |
| Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks | Nov 1, 2022 | Data AugmentationGraph Neural Network | CodeCode Available | 1 |
| Learning to Compare Nodes in Branch and Bound with Graph Neural Networks | Oct 30, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Search to Pass Messages for Temporal Knowledge Graph Completion | Oct 30, 2022 | Graph Neural NetworkKnowledge Graph Completion | CodeCode Available | 1 |
| Physics-aware Graph Neural Network for Accurate RNA 3D Structure Prediction | Oct 28, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Teal: Learning-Accelerated Optimization of WAN Traffic Engineering | Oct 25, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| DAGAD: Data Augmentation for Graph Anomaly Detection | Oct 18, 2022 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
