| Data center cooling using model-predictive control N Lazic, C Boutilier, T Lu, E Wong, B Roy, MK Ryu, G Imwalle Advances in Neural Information Processing Systems 31, 2018 | 206 | 2018 |
| Aligning text-to-image models using human feedback K Lee, H Liu, M Ryu, O Watkins, Y Du, C Boutilier, P Abbeel, ... arXiv preprint arXiv:2302.12192, 2023 | 102 | 2023 |
| Reinforcement learning for fine-tuning text-to-image diffusion models Y Fan, O Watkins, Y Du, H Liu, M Ryu, C Boutilier, P Abbeel, ... Advances in Neural Information Processing Systems 36, 2024 | 50 | 2024 |
| CAQL: Continuous action Q-learning M Ryu, Y Chow, R Anderson, C Tjandraatmadja, C Boutilier arXiv preprint arXiv:1909.12397, 2019 | 50 | 2019 |
| What is a good buffer cache replacement scheme for mobile flash storage? H Kim, M Ryu, U Ramachandran ACM SIGMETRICS Performance Evaluation Review 40 (1), 235-246, 2012 | 47 | 2012 |
| Impact of flash memory on video-on-demand storage: Analysis of tradeoffs M Ryu, H Kim, U Ramachandran Proceedings of the second annual ACM conference on Multimedia systems, 175-186, 2011 | 20 | 2011 |
| FlashStream: A multi-tiered storage architecture for adaptive HTTP streaming M Ryu, U Ramachandran Proceedings of the 21st ACM international conference on Multimedia, 313-322, 2013 | 13 | 2013 |
| Variational model-based policy optimization Y Chow, B Cui, MK Ryu, M Ghavamzadeh arXiv preprint arXiv:2006.05443, 2020 | 12 | 2020 |
| Dynamic planning in open-ended dialogue using reinforcement learning D Cohen, M Ryu, Y Chow, O Keller, I Greenberg, A Hassidim, M Fink, ... arXiv preprint arXiv:2208.02294, 2022 | 11 | 2022 |
| A mixture-of-expert approach to rl-based dialogue management Y Chow, A Tulepbergenov, O Nachum, M Ryu, M Ghavamzadeh, ... arXiv preprint arXiv:2206.00059, 2022 | 10 | 2022 |
| Why are state-of-the-art flash-based multi-tiered storage systems performing poorly for HTTP video streaming? M Ryu, H Kim, U Ramachandran Proceedings of the 22nd international workshop on Network and Operating …, 2012 | 9 | 2012 |
| DynaStream: Adaptive overlay management for peer-to-peer video streaming M Ryu, U Ramachandran 2010 Proceedings of 19th International Conference on Computer Communications …, 2010 | 4 | 2010 |
| What makes a good {OS} page replacement scheme for {Smart-Phones}? H Kim, M Ryu, U Ramachandr | | 2011 |
| Flashboost: design of flash memory buffer cache mechanism for video-on-demand M Ryu Proceedings of the 18th ACM international conference on Multimedia, 1703-1704, 2010 | | 2010 |
| Impact of Flash Memory on Video-on-Demand Storage M Ryu | | |
| FlashStream: A Multitiered Storage Architecture in Data Centers for Adaptive HTTP Streaming1 M Ryu, U Ramachandran TECHNICAL JOURNAL, 2, 0 | | |
