| Recovery rl: Safe reinforcement learning with learned recovery zones B Thananjeyan, A Balakrishna, S Nair, M Luo, K Srinivasan, M Hwang, ... IEEE Robotics and Automation Letters 6 (3), 4915-4922, 2021 | 264 | 2021 |
| {SkyPilot}: An intercloud broker for sky computing Z Yang, Z Wu, M Luo, WL Chiang, R Bhardwaj, W Kwon, S Zhuang, ... 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 83 | 2023 |
| Balsa: Learning a query optimizer without expert demonstrations Z Yang, WL Chiang, S Luan, G Mittal, M Luo, I Stoica Proceedings of the 2022 International Conference on Management of Data, 931-944, 2022 | 79 | 2022 |
| Lazydagger: Reducing context switching in interactive imitation learning R Hoque, A Balakrishna, C Putterman, M Luo, DS Brown, D Seita, ... 2021 IEEE 17th international conference on automation science and …, 2021 | 52 | 2021 |
| A survey of pretrained language models K Sun, X Luo, MY Luo International Conference on Knowledge Science, Engineering and Management …, 2022 | 49 | 2022 |
| Accelerating quadratic optimization with reinforcement learning J Ichnowski, P Jain, B Stellato, G Banjac, M Luo, F Borrelli, JE Gonzalez, ... Advances in Neural Information Processing Systems 34, 21043-21055, 2021 | 36 | 2021 |
| Pre-trained language models in medicine: A survey X Luo, Z Deng, B Yang, MY Luo Artificial Intelligence in Medicine, 102904, 2024 | 18 | 2024 |
| Recent progress on text summarisation based on bert and gpt B Yang, X Luo, K Sun, MY Luo International conference on knowledge science, engineering and management …, 2023 | 18 | 2023 |
| Rllib flow: Distributed reinforcement learning is a dataflow problem E Liang, Z Wu, M Luo, S Mika, JE Gonzalez, I Stoica Advances in Neural Information Processing Systems 34, 5506-5517, 2021 | 17 | 2021 |
| Learning seed placements and automation policies for polyculture farming with companion plants Y Avigal, A Deza, W Wong, S Oehme, M Presten, M Theis, J Chui, P Shao, ... 2021 IEEE International Conference on Robotics and Automation (ICRA), 902-908, 2021 | 15 | 2021 |
| Impact: Importance weighted asynchronous architectures with clipped target networks M Luo, J Yao, R Liaw, E Liang, I Stoica arXiv preprint arXiv:1912.00167, 2019 | 13 | 2019 |
| Discovering non-monotonic autoregressive orderings with variational inference X Li, B Trabucco, DH Park, M Luo, S Shen, T Darrell, Y Gao arXiv preprint arXiv:2110.15797, 2021 | 10 | 2021 |
| Mesa: Offline meta-rl for safe adaptation and fault tolerance M Luo, A Balakrishna, B Thananjeyan, S Nair, J Ibarz, J Tan, C Finn, ... arXiv preprint arXiv:2112.03575, 2021 | 8 | 2021 |
| A survey of sentiment analysis based on pretrained language models K Sun, X Luo, MY Luo 2022 IEEE 34th International Conference on Tools with Artificial …, 2022 | 7 | 2022 |
| Stylus: Automatic adapter selection for diffusion models M Luo, J Wong, B Trabucco, Y Huang, JE Gonzalez, R Salakhutdinov, ... Advances in Neural Information Processing Systems 37, 32888-32915, 2025 | 3 | 2025 |
| Exploring patient experiences and concerns in the online Cochlear implant community: A cross‐sectional study and validation of automated topic modelling CYK Williams, RX Li, MY Luo, M Bance Clinical Otolaryngology 48 (3), 442-450, 2023 | 3 | 2023 |
| Exploring patient experiences and concerns in the online Cochlear Implant community: a natural language processing approach CYK Williams, RX Li, MY Luo, M Bance medRxiv, 2022.03. 22.22272761, 2022 | 3 | 2022 |
| Connecting context-specific adaptation in humans to meta-learning R Dubey, E Grant, M Luo, K Narasimhan, T Griffiths arXiv preprint arXiv:2011.13782, 2020 | 3 | 2020 |
| Sentiment analysis based on pretrained language models: Recent progress B Yang, X Luo, K Sun, MY Luo International Conference on Neural Information Processing, 131-148, 2023 | 2 | 2023 |
| Autellix: An Efficient Serving Engine for LLM Agents as General Programs M Luo, X Shi, C Cai, T Zhang, J Wong, Y Wang, C Wang, Y Huang, ... arXiv preprint arXiv:2502.13965, 2025 | | 2025 |
