Xiaobo Wang | 王晓博
PhD Student
University of Science and Technology of China
Research Intern @ BIGAI
Research Interests
- Reward Modeling
- LLM Alignment
- Continual Learning
About Me
I am a second-year PhD student at the University of Science and Technology of China, currently pursuing research as an intern at the Beijing Institute for General Artificial Intelligence (BIGAI), under the guidance of Professor Qi Liu and Researcher Zilong Zheng. I hold a bachelor's degree from Beihang University.
Open to collaboration. My research centers on reward modeling, LLM alignment, and continual learning. Feel free to reach out if you are interested in these topics.
Research Overview
"Toward language models that keep improving from their own experience — through better reward signals, robust alignment, and continual adaptation."
Reward Modeling & Alignment
Designing reliable reward models and preference-optimization methods that stay calibrated and aligned as the policy evolves beyond static training data (e.g., UAPO, SAVE).
Continual Learning & Memory
Enabling models to acquire, retain, and update knowledge over time through knowledge editing and ever-improving memory systems (e.g., ICE, RAM).
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Preprints
Academic Service
Conference Reviewer
Program Committee Member
ACL, EMNLP, NeurIPS
Education
Ph.D. Student
2024.09 - Present
University of Science and Technology of China
B.Eng.
2020.09 - 2024.06
Beihang University
Experience
Research Intern
2025.07 - Present
Beijing Institute for General Artificial Intelligence (BIGAI), Beijing, China
Research Intern
2023.10 - 2024.01
ByteDance, Beijing, China
Contact
Location
Beijing, China