Yibin Wang
Biography
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.
Here is my CV.
My research interests focus on LLMs and RL, particularly in the areas of generalization, calibration and efficient training.
From such a gentle thing, from such a fountain of all delight, my every pain is born.
—— Michelangelo
Interests
- Bayesian LLMs
- Adversarial Robustness
- Trustworthy Artificial Intelligence
Education
Bachelor of Engineer, Computer Science, 2019 - 2024
Huazhong University of Science and Technology
Publications
(2025).
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay.
NeurIPS 2025.
(2024).
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models.
NeurIPS 2025.
(2024).
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models.
NeurIPS 2024.
(2023).
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions.
In Findings of ACL 2023.
Education
Bachelor of Engineer, Computer Science
Student at The Experimental Class of Computer Excellence Program