Yulai Zhao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Diffusion Models

Global Optimality

Low Rank Matrix

Top Venues

Publications

Yulai Zhao, Masatoshi Uehara, Gabriele Scalia, Tommaso Biancalani, Sergey Levine, Ehsan Hajiramezanali
Adding Conditional Control to Diffusion Models with Reinforcement Learning. CoRR (2024)
Masatoshi Uehara, Yulai Zhao, Tommaso Biancalani, Sergey Levine
Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review. CoRR (2024)
Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Tommaso Biancalani, Sergey Levine
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control. CoRR (2024)
Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Sergey Levine, Tommaso Biancalani
Feedback Efficient Online Fine-Tuning of Diffusion Models. CoRR (2024)
Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee
Provably Efficient CVaR RL in Low-rank MDPs. ICLR (2024)
Masatoshi Uehara, Yulai Zhao, Ehsan Hajiramezanali, Gabriele Scalia, Gökcen Eraslan, Avantika Lal, Sergey Levine, Tommaso Biancalani
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models. CoRR (2024)
Yulai Zhao, Jianshu Chen, Simon S. Du
Blessing of Class Diversity in Pre-training. AISTATS (2023)
Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee
Provably Efficient CVaR RL in Low-rank MDPs. CoRR (2023)
Yulai Zhao, Zhuoran Yang, Zhaoran Wang, Jason D. Lee
Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning. CoRR (2023)
Yulai Zhao, Zhuoran Yang, Zhaoran Wang, Jason D. Lee
Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning. ICML (2023)