Yonghui Wu

Associate Professor, University of Florida

Joined

June 2023

Names

Yonghui Wu (Preferred)

Emails

****@ufl.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Florida (ufl.edu)

2022 – Present

Assistant Professor

University of Florida (ufl.edu)

2017 – 2021

Advisors, Relations & Conflicts

Postdoc Advisor

Hua Xu

2010 – 2014

PhD Advisor

Xiaolong Wang

2005 – 2010

Expertise

Natural language processing

2003 – Present

Publications

A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV
Ziyi Chen, Yiyang Liu, Mattia Prosperi, Krishna Vaddiparti, Robert L. Cook, Jiang Bian, Yi Guo, Yonghui Wu
- International Journal of Medical Informatics
- Readers: Everyone
Scaling up biomedical vision-language models: Fine-tuning, instruction tuning, and multi-modal learning
Cheng Peng, Kai Zhang, Mengxian Lyu, Hongfang Liu, Lichao Sun, Yonghui Wu
- Journal of Biomedical Informatics
- Readers: Everyone
Determining Thyroid Biopsy Appropriateness: A Retrospective Study Integrating Clinical Context and Ultrasound Features
Saad Habib, Gilberto Perez Rodriguez Garcia, Zhongyue Zhang, Arkaprava Roy, Yonghui Wu, Juan P Brito, Naykky M Singh Ospina
- The Journal of Clinical Endocrinology & Metabolism
- Readers: Everyone
A Study of Large Language Models for Patient Information Extraction: Model Architecture, Fine-Tuning Strategy, and Multi-task Instruction Tuning
Cheng Peng, Xinyu Dong, Mengxian Lyu, Daniel Paredes, Yaoyun Zhang, Yonghui Wu
- CoRR 2025
- Readers: Everyone
A Topic Modeling Analysis of Stigma Dimensions, Social, and Related Behavioral Circumstances in Clinical Notes Among Patients with HIV
Ziyi Chen, Yiyang Liu, Mattia Prosperi, Krishna Vaddiparti, Robert L. Cook, Jiang Bian, Yi Guo, Yonghui Wu
- CoRR 2025
- Readers: Everyone
Toward a Computable Phenotype for Determining Eligibility of Lung Cancer Screening Using Electronic Health Records
Shuang Yang, Yu Huang, Xiwei Lou, Tianchen Lyu, Ruoqi Wei, Hiren J. Mehta, Yonghui Wu, Michelle Alvarado, Ramzi G. Salloum, Dejana Braithwaite, Jinhai Huo, Ya-Chen Tina Shih, Yi Guo, Jiang Bian
- JCO Clinical Cancer Informatics
- Readers: Everyone
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio
- ICLR 2025
- Readers: Everyone
Comparative Evaluation of Clinical Large Language Models and Machine Learning to Predict Antimicrobial Resistance in Hospital-Onset Sepsis
Scott A. Cohen, Ziyi Chen, Jiang Bian, Christina Boucher, Yonghui Wu, Mattia Prosperi
- AIME (1) 2025
- Readers: Everyone
Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies
Xinyao Jian, Dazheng Zhang, Zehao Yu, Hua Xu, Jiang Bian, Yonghui Wu, Jiayi Tong, Yong Chen
- J. Biomed. Informatics 2025
- Readers: Everyone

View all 153 publications

Co-Authors

View all 369 co-authors