Moonkyung Ryu

According to our database, Moonkyung Ryu authored at least 21 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Diffusion Controller: Framework, Algorithms and Parameterization.

Tong Yang, Moonkyung Ryu, Chih-Wei Hsu, Guy Tennenholtz, Yuejie Chi, Craig Boutilier, Bo Dai

CoRR, March, 2026

Efficient, Property-Aligned Fan-Out Retrieval via RL-Compiled Diffusion.

Pengcheng Jiang, Judith Yue Li, Moonkyung Ryu, R. Lily Hu, Kun Su, Zhong Yi Wan, Liam Hebert, Hao Peng, Jiawei Han, Dima Kuzmin, Craig Boutilier

CoRR, March, 2026

2025

Synthetic Dialogue Generation for Interactive Conversational Elicitation & Recommendation (ICER).

Moonkyung Ryu, Chih-Wei Hsu, Yinlam Chow, Mohammad Ghavamzadeh, Craig Boutilier

CoRR, October, 2025

Preference Adaptive and Sequential Text-to-Image Generation.

Ofir Nabati, Guy Tennenholtz, Chih-Wei Hsu, Moonkyung Ryu, Deepak Ramachandran, Yinlam Chow, Xiang Li, Craig Boutilier

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation.

Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, Moonkyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Personalized and Sequential Text-to-Image Generation.

Ofir Nabati, Guy Tennenholtz, Chih-Wei Hsu, Moonkyung Ryu, Deepak Ramachandran, Yinlam Chow, Xiang Li, Craig Boutilier

CoRR, 2024

2023

DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models.

Ying Fan, Olivia Watkins, Yuqing Du, Hao Liu, Moonkyung Ryu, Craig Boutilier, Pieter Abbeel, Mohammad Ghavamzadeh, Kangwook Lee, Kimin Lee

CoRR, 2023

Aligning Text-to-Image Models using Human Feedback.

Kimin Lee, Hao Liu, Moonkyung Ryu, Olivia Watkins, Yuqing Du, Craig Boutilier, Pieter Abbeel, Mohammad Ghavamzadeh, Shixiang Shane Gu

CoRR, 2023

Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models.

Ying Fan, Olivia Watkins, Yuqing Du, Hao Liu, Moonkyung Ryu, Craig Boutilier, Pieter Abbeel, Mohammad Ghavamzadeh, Kangwook Lee, Kimin Lee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Mixture-of-Expert Approach to RL-based Dialogue Management.

Yinlam Chow, Aza Tulepbergenov, Ofir Nachum, Dhawal Gupta, Moonkyung Ryu, Mohammad Ghavamzadeh, Craig Boutilier

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Dynamic Planning in Open-Ended Dialogue using Reinforcement Learning.

Deborah Cohen, Moonkyung Ryu, Yinlam Chow, Orgad Keller, Ido Greenberg, Avinatan Hassidim, Michael Fink, Yossi Matias, Idan Szpektor, Craig Boutilier, Gal Elidan

CoRR, 2022

A Mixture-of-Expert Approach to RL-based Dialogue Management.

Yinlam Chow, Aza Tulepbergenov, Ofir Nachum, Moonkyung Ryu, Mohammad Ghavamzadeh, Craig Boutilier

CoRR, 2022

2021

Variational Model-based Policy Optimization.

Yinlam Chow, Brandon Cui, Moonkyung Ryu, Mohammad Ghavamzadeh

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

CAQL: Continuous Action Q-Learning.

Moonkyung Ryu, Yinlam Chow, Ross Anderson, Christian Tjandraatmadja, Craig Boutilier

Proceedings of the 8th International Conference on Learning Representations, 2020

2015

Towards a scalable design of video content distribution over the internet.

Moonkyung Ryu

PhD thesis, 2015

2013

FlashStream: a multi-tiered storage architecture for adaptive HTTP streaming.

Moonkyung Ryu, Umakishore Ramachandran

Proceedings of the ACM Multimedia Conference, 2013

2012

What is a good buffer cache replacement scheme for mobile flash storage?

Hyojun Kim, Moonkyung Ryu, Umakishore Ramachandran

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Why are state-of-the-art flash-based multi-tiered storage systems performing poorly for HTTP video streaming?

Moonkyung Ryu, Hyojun Kim, Umakishore Ramachandran

Proceedings of the Network and Operating System Support for Digital Audio and Video Workshop, 2012

2011

Impact of flash memory on video-on-demand storage: analysis of tradeoffs.

Moonkyung Ryu, Hyojun Kim, Umakishore Ramachandran

Proceedings of the Second Annual ACM SIGMM Conference on Multimedia Systems, 2011

2010

Flashboost: design of flash memory buffer cache mechanism for video-on-demand.

Moonkyung Ryu

Proceedings of the 18th International Conference on Multimedia 2010, 2010

DynaStream: Adaptive Overlay Management for Peer-to-Peer Video Streaming.

Moonkyung Ryu, Umakishore Ramachandran

Proceedings of the 19th International Conference on Computer Communications and Networks, 2010