Scholar
Yu-Heng Hung
Google Scholar ID: tiCRZiUAAAAJ
Student of Computer science, National Yang-Ming Chiao Tung University
Citations & Impact
Citations
40
H-index
2
i10-index
2
Publications
10
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Several recent preprints
- Conference Paper: BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL, ICLR 2025
- Conference Paper: Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective, AAAI 2023
- Conference Paper: Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits, AAAI 2021
- Conference Paper: Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits, ICML 2020
- 2025 Hon Hai Technology Award
- Best Poster Honorable Mention at Machine Learning Summer School 2021 Taipei, Aug 2021
- Scholarship Program of Ministry of Science and Technology (MOST) to Subsidize Universities and Colleges to Cultivate Outstanding Doctoral Students, Taiwan, Sept 2021
Background
- Currently a Ph.D. student in Computer Science at National Yang Ming Chiao Tung University, focusing on reinforcement learning, Bayesian optimization, and bandit learning. Also a visiting scholar at Georgia Tech.
Co-authors