Yu-Hsiang, Fu (Sean Fu)
📧 r14942078@ntu.edu.tw
📍 Taipei, Taiwan, ROC
Currently a master student under Prof. Shao-Hua Sun's supervision.
Working Experience
Intern2023.07 - 2023.08
Academia Sinica
- Advised by Prof. Shin-Cheng Mu
- Research in functional programming & Haskell
Teaching Assistant of Calculus2023.9 - 2024.6
National Taiwan University
- Weekly TA session
- Offering office hour and correcting homework and exam
Quantitative Research Intern2025.06 - 2025.07
WorldQuant Taiwan
- Conducting research on medium- to low-frequency Alpha strategies
- Being awarded for the greatest sharpe ratio.
Research
Undergraduate Project2023.08 - now
Undergraduate project advised by Prof. Shao-Hua Sun
Research Interests
- Diffusion Model in Robot Learning
- In-Context Reinforcement Learning
Research Assistant2024.09 - 2025.06
Conducting research in building an affordable baseball player analysis system
Advised by Prof. Yuh-Renn Wu
- Research includes reconstructing pitcher throwing motions, calculating ball spin rates, and analyzing trajectories using computer vision techniques.
- Achieved a 40% improvement in accuracy and 2-5x increase in execution efficiency.
Publication
-
Po-Chen Ko, Jiayuan Mao, Yu-Hsiang Fu, Hsien-Jeng Yeh, Chu-Rong Chen, Wei-Chiu Ma, Yilun Du, Shao-Hua Sun
Implicit State Estimation via Video Replanning
Best Paper in ICML 2025 Building Physically Plausible World Models Workshop
Education
B.S. in Electrical Engineering, National Taiwan University, 2021 – 2025
M.S. in Communication Engineering, National Taiwan University, 2025 - now
Dean's List Award in 2022 Spring, 2022 Fall, 2024 Fall