Yu-Heng Hung
Scholar

Yu-Heng Hung

Google Scholar ID: tiCRZiUAAAAJ
Student of Computer science, National Yang-Ming Chiao Tung University
Reinforcement LearningBayesian Optimization
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
40
 
H-index
2
 
i10-index
2
 
Publications
10
 
Co-authors
0
 
Contact
Emailhungyh.cs08@nycu.edu.twGitHubOpen ↗
Publications
3 items
Non-Stationary Restless Multi-Armed Bandits with Provable Guarantee
2025
Cited
0
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
2025
Cited
0
Plan2Align: Predictive Planning Based Test-Time Preference Alignment in Paragraph-Level Machine Translation
2025
Cited
0
Resume
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.