Guanghua Xiao

Joined

May 2025

Names

Guanghua Xiao (Preferred)

Emails

****@utsouthwestern.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Department of Health Data Science of Biostatistics, University of Texas Southwestern Medical Center (utsouthwestern.edu)

2019 – 2025

Associate Professor

University of Texas Southwestern Medical Center (utsouthwestern.edu)

2014 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2003 – 2006

Expertise

Medical Image Analysis

2014 – 2025

AI

2006 – 2025

Publications

MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
Ran Xu, Yuchen Zhuang, Yishan Zhong, Yue Yu, Zifeng Wang, Xiangru Tang, Hang Wu, May Dongmei Wang, Peifeng Ruan, Donghan Yang, Tao Wang, Guanghua Xiao, Xin Liu, Carl Yang, Yang Xie, Wenqi Shi
- ICLR 2026 Oral
- Readers: Everyone
MedAgentGym: Training LLM Agents for Code-Based Medical Reasoning at Scale
Ran Xu, Yuchen Zhuang, Yishan Zhong, Yue Yu, Xiangru Tang, Hang Wu, May Dongmei Wang, Peifeng Ruan, Donghan Yang, Tao Wang, Guanghua Xiao, Carl Yang, Yang Xie, Wenqi Shi
- GenAI4Health 2025 Poster
- Readers: Everyone
PULSE-LAB: A Multimodal Hybrid State-Space Model for Forecasting the Presence of Thoracic Pathologies from ECG Time Series and Laboratory Data
Ismael Villanueva-Miranda, Zifan Gu, Donghan Yang, Yang Xie, Guanghua Xiao
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
ClinBench: A Standardized Multi-Domain Framework for Evaluating Large Language Models in Clinical Information Extraction
Ismael Villanueva-Miranda, Zifan Gu, Donghan Yang, Kuroush Nezafati, Jingwei Huang, Peifeng Ruan, Xiaowei Zhan, Guanghua Xiao, Yang Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

Co-Authors