Scholar
Zichen Liu
Google Scholar ID: v8nb9cgAAAAJ
Sea AI Lab; National University of Singapore
Citations & Impact
Citations
657
H-index
10
i10-index
10
Publications
19
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- Sample-Efficient Alignment for LLMs, Advances in Neural Information Processing Systems (NeurIPS), 2024
- Bootstrapping Language Models with DPO Implicit Rewards, International Conference on Learning Representations (ICLR), 2025
- Locality Sensitive Sparse Encoding for Learning World Models Online, International Conference on Learning Representations (ICLR), 2024
- Efficient Offline Policy Optimization with a Learned Model, International Conference on Learning Representations (ICLR), 2023
- EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine, Advances in Neural Information Processing Systems (NeurIPS), 2022
Research Experience
- Working at Sea AI Lab, involved in multiple research projects.
Education
- Bachelor's degree from National University of Singapore (NUS), advised by Dr. Feng Jiashi.
Background
- Research interests include machine learning, reinforcement learning, and natural language processing. Currently working as a research engineer at Sea AI Lab.
Miscellany
- Personal website provides links to Google Scholar, GitHub, Twitter, and LinkedIn.
