Xiaoming Zhai

Associate Professor, AI4STEM Education Center, University of Georgia

Joined

November 2023

Names

Xiaoming Zhai (Preferred)

Emails

****@uga.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

AI4STEM Education Center, University of Georgia (uga.edu)

2023 – Present

Advisors, Relations & Conflicts

Coworker

Ninghao Liu

2024 – Present

Coworker

Tianming Liu

2024 – Present

PhD Advisor

Yuying Guo

2014 – 2017

Expertise

education

Present

large language models

Present

agents

Present

Publications

Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions
Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai et al. (4 additional authors not shown)
- Artif. Intell. Rev. 2026
- Readers: Everyone
A Framework for Designing an AI Chatbot to Support Scientific Argumentation
Field M. Watts, Lei Liu, Teresa M. Ober, Yi Song, Euvelisse Jusino-Del Valle, Xiaoming Zhai, Yun Wang, Ninghao Liu
- Education Sciences
- Readers: Everyone
Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders
Xuansheng Wu, Jiayi Yuan, Wenlin Yao, Xiaoming Zhai, Ninghao Liu
- Submitted to ICLR 2026
- Readers: Everyone
End-to-End On-Device Quantization-Aware Training for LLMs at Inference Cost
Qitao Tan, Xiaoying Song, Ningxi Cheng, Guoming Li, Jun Liu, Lingzi Hong, Caiwen Ding, Jundong Li, Xiaoming Zhai, Shaoyi Huang, Wei Niu, Geng Yuan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
End-to-End On-Device Quantization-Aware Training for LLMs at Inference Cost
Qitao Tan, Xiaoying Song, Jin Lu, Guoming Li, Jun Liu, Lingzi Hong, Caiwen Ding, Jundong Li, Xiaoming Zhai, Shaoyi Huang, Wei Niu, Geng Yuan
- CoRR 2025
- Readers: Everyone
Generative Large Language Models for Knowledge Representation: A Systematic Review of Concept Map Generation
Xiaoming Zhai
- CoRR 2025
- Readers: Everyone
AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition
Yun Wang, Zhaojun Ding, Xuansheng Wu, Siyue Sun, Ninghao Liu, Xiaoming Zhai
- CoRR 2025
- Readers: Everyone
Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders
Xuansheng Wu, Jiayi Yuan, Wenlin Yao, Xiaoming Zhai, Ninghao Liu
- RegML 2025 Poster
- Readers: Everyone
Rethinking the Potential of Layer Freezing for Efficient DNN Training
Chence Yang, Ci Zhang, Le Lu, Qitao Tan, Sheng Li, Ao Li, Xulong Tang, Shaoyi Huang, Jinzhen Wang, Guoming Li, Jundong Li, Xiaoming Zhai, Jin Lu, Geng Yuan
- CoRR 2025
- Readers: Everyone
Developing and validating an instrument for teachers' acceptance of artificial intelligence in education
Shuchen Guo, Lehong Shi, Xiaoming Zhai
- Educ. Inf. Technol. 2025
- Readers: Everyone

View all 87 publications

Co-Authors

View all 225 co-authors