Yibin Wang

Yibin Wang

(he/him)

Incoming Ph.D. student

Rutgers University

Professional Summary

I am an incoming Ph.D. student in the Computer Science Department at Rutgers University. I received my Bachelor’s degree at Huazhong University of Science and Technology in 2024. I was under the guidance of Prof. Kun He @ HUST, Prof. Hao Wang @ Rutgers and Prof. Huan Zhang @ UIUC.

From such a gentle thing, from such a fountain of all delight, my every pain is born.
—— Michelangelo

Education

Ph.D. Computer Science

2026-09-01
Present

Rutgers University

B.E. Computer Science

2019-09-01
2024-05-31

Huazhong University of Science and Technology

Interests

LLM thinking Bayesian LLMs Trustworthy AI
My Research

I aim to enhance the reasoning capabilities of LLMs through efficient and streamlined methodologies. I also leverage Bayesian approaches to improve LLM trustworthiness and reliability.

Please feel free to reach out—I’m always open to collaboration!

Featured Publications
Recent Publications
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
NeurIPS 2025
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning
ICLR 2026
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
NeurIPS 2025
Continual learning of large language models: A comprehensive survey
ACM Computing Surveys
Blogs
Misc