Xiaowei Yu

Assistant Professor, Computer Science, Missouri University of Science and Technology

Joined

May 2022

Names

Xiaowei Yu (Preferred)

Emails

****@mavs.uta.edu (Confirmed)

****@gmail.com (Confirmed)

****@mst.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computer Science, Missouri University of Science and Technology (mst.edu)

2025 – Present

PhD student

CS, University of Texas at Arlington, University of Texas at Arlington (mavs.uta.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Dajiang Zhu

2025 – 2025

Expertise

Medical Image Analysis

Present

Brain-inspired AI

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
Core-Periphery Multi-Modality Feature Alignment for Zero-Shot Medical Image Analysis
Xiaowei Yu, Lu Zhang, Zihao Wu, Dajiang Zhu
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
$\text{BrainM}^3$: A Multi-Task Learning Framework Based on A Multi-Level Mixture- of-Experts for Cross-Disease and Cross-Domain Dementia Diagnosis
Jing Zhang, Minheng Chen, Tong Chen, Xiaowei Yu, Chao Cao, Li Su, Tianming Liu, Dajiang Zhu
- Submitted to ICLR 2026
- Readers: Everyone
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Zhengliang Liu, Lin Zhao, Yiwei Li, Haixing Dai, Chong Ma, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, Tianming Liu
- IEEE Trans. Big Data 2025
- Readers: Everyone
Semi-Supervised Multimodal Multi-Instance Learning for Aortic Stenosis Diagnosis
Zhe Huang, Xiaowei Yu, Benjamin S. Wessler, Michael C. Hughes
- ISBI 2025
- Readers: Everyone
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns
Minheng Chen, Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Tianming Liu, Dajiang Zhu
- ISBI 2025
- Readers: Everyone
Ca-vqvae: Cortical Folding Aware Numerical Representation of White-Matter Structure
Yanjun Lyu, Jing Zhang, Lu Zhang, Tong Chen, Xiaowei Yu, Minheng Chen, Yan Zhuang, Chao Cao, Tianming Liu, Dajiang Zhu
- ISBI 2025
- Readers: Everyone
Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models
Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao, Yan Zhuang, Minheng Chen, Tianming Liu, Dajiang Zhu
- ISBI 2025
- Readers: Everyone
Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer
Lu Zhang, Zhengwang Wu, Xiaowei Yu, Yanjun Lyu, Zihao Wu, Haixing Dai, Lin Zhao, Li Wang, Gang Li, Xianqiao Wang, Tianming Liu, Dajiang Zhu
- Medical Image Anal. 2025
- Readers: Everyone
Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer
Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Tianming Liu, Dajiang Zhu
- ISBI 2025
- Readers: Everyone

View all 20 publications

Co-Authors

View all 69 co-authors