| ClimaX: A foundation model for weather and climate T Nguyen, J Brandstetter, A Kapoor, JK Gupta, A Grover International Conference on Machine Learning (ICML 2023), 2023 | 191* | 2023 |
| Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling T Nguyen, A Grover International Conference on Machine Learning (ICML 2022), 2022 | 92 | 2022 |
| Temporal predictive coding for model-based planning in latent space TD Nguyen, R Shu, T Pham, H Bui, S Ermon International Conference on Machine Learning (ICML 2021), 2021 | 51 | 2021 |
| Predictive coding for locally-linear control R Shu, T Nguyen, Y Chow, T Pham, K Than, M Ghavamzadeh, S Ermon, ... International Conference on Machine Learning (ICML 2020), 2020 | 25 | 2020 |
| Scaling transformer neural networks for skillful and reliable medium-range weather forecasting T Nguyen, R Shah, H Bansal, T Arcomano, S Madireddy, R Maulik, ... arXiv preprint arXiv:2312.03876, 2023 | 22 | 2023 |
| ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling T Nguyen, J Jewik, H Bansal, P Sharma, A Grover Neural Information Processing Systems (NeurIPS 2023) Track on Datasets and …, 2023 | 14 | 2023 |
| Reliable conditioning of behavioral cloning for offline reinforcement learning T Nguyen, Q Zheng, A Grover NeurIPS 2022 Foundation Models for Decision Making Workshop, 2022 | 9* | 2022 |
| Infinite Dropout for training Bayesian models from data streams VS Nguyen, DT Nguyen, LN Van, K Than IEEE International Conference on Big Data (Big Data 2019), 2019 | 8 | 2019 |
| Chaosbench: A multi-channel, physics-based benchmark for subseasonal-to-seasonal climate prediction J Nathaniel, Y Qu, T Nguyen, S Yu, J Busecke, A Grover, P Gentine arXiv preprint arXiv:2402.00712, 2024 | 5 | 2024 |
| ExPT: Synthetic Pretraining for Few-Shot Experimental Design T Nguyen, S Agrawal, A Grover Neural Information Processing Systems (NeurIPS 2023), 2023 | 5 | 2023 |
| LICO: Large Language Models for In-Context Molecular Optimization T Nguyen, A Grover arXiv preprint arXiv:2406.18851, 2024 | | 2024 |
| Probing the Decision Boundaries of In-context Learning in Large Language Models S Zhao, T Nguyen, A Grover arXiv preprint arXiv:2406.11233, 2024 | | 2024 |
Aditya GroverAssistant Professor of Computer Science, UCLA在 cs.ucla.edu 的电子邮件经过验证
