Yu Heng Hung

Postdoc, Georgia Institute of Technology

Joined

May 2021

Names

Yu Heng Hung (Preferred)

Emails

****@nycu.edu.tw (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Postdoc

Georgia Institute of Technology (gatech.edu)

2026 – Present

PhD student

National Yang-Ming Chiao Tung University (nycu.edu.tw)

2021 – 2025

MS student

National Chiao Tung University (nctu.edu.tw)

2019 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Ping-Chun Hsieh

Present

Postdoc Advisor

Present

Expertise

reinforcement learning

Present

Publications

Test-Time Alignment for Large Language Models via Textual Model Predictive Control
Kuang-Da Wang, Teng-Ruei Chen, Yu Heng Hung, Guo-Xun Ko, Shuoyang Ding, Yueh-Hua Wu, Yu-Chiang Frank Wang, Chao-Han Huck Yang, Wen-Chih Peng, Ping-Chun Hsieh
- ICLR 2026 Poster
- Readers: Everyone
Test-Time Alignment for Large Language Models via Textual Model Predictive Control
Kuang-Da Wang, Teng-Ruei Chen, Yu Heng Hung, Guo-Xun Ko, Shuoyang Ding, Yueh-Hua Wu, Yu-Chiang Frank Wang, Chao-Han Huck Yang, Wen-Chih Peng, Ping-Chun Hsieh
- FoRLM 2025
- Readers: Everyone
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
Yu Heng Hung, Kai-Jie Lin, Yu-Heng Lin, Chien-Yi Wang, Cheng Sun, Ping-Chun Hsieh
- ICLR 2025 Poster
- Readers: Everyone
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
Yu Heng Hung, Kai-Jie Lin, Yu-Heng Lin, Chien-Yi Wang, Ping-Chun Hsieh
- AutoRL@ICML 2024
- Readers: Everyone
Value-Biased Maximum Likelihood Estimation for Model-based Reinforcement Learning in Discounted Linear MDPs
Yu Heng Hung, Ping-Chun Hsieh, Akshay Mete, Panganamala Kumar
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors