Zhenbang Wu

PhD student, University of Illinois Urbana Champaign

Joined

September 2019

Names

Zhenbang Wu (Preferred)

Emails

****@illinois.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

University of Illinois Urbana Champaign (illinois.edu)

2020 – Present

Undergrad student

Zhejiang University (zju.edu.cn)

2016 – 2020

Undergrad student

University of Illinois Urbana Champaign (illinois.edu)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Jimeng Sun

2020 – Present

Expertise

deep learning for healthcare

2020 – Present

Publications

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning
Jiacheng Lin, Zhenbang Wu, Jimeng Sun
- Submitted to ICLR 2026
- Readers: Everyone
Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
Hanyin Wang, Zhenbang Wu, Gururaj J. Kolar, Hariprasad Reddy Korsapati, Brian Bartlett, Bryan Hull, Jimeng Sun
- NeurIPS 2025 spotlight
- Readers: Everyone
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun et al. (4 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks
- Readers: Everyone
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
Peng Xia, Ze Chen, Juanxi Tian, Gong Yangrui, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun et al. (4 additional authors not shown)
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Instruction Tuning Large Language Models to Understand Electronic Health Records
Zhenbang Wu, Anant Dadu, Michael Nalls, Faraz Faghri, Jimeng Sun
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
Peng Xia, Ze Chen, Juanxi Tian, Gong Yangrui, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun et al. (4 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Multimodal Patient Representation Learning with Missing Modalities and Labels
Zhenbang Wu, Anant Dadu, Nicholas Tustison, Brian Avants, Mike Nalls, Jimeng Sun, Faraz Faghri
- ICLR 2024 poster
- Readers: Everyone
An Iterative Self-Learning Framework for Medical Domain Generalization
Zhenbang Wu, Huaxiu Yao, David Liebovitz, Jimeng Sun
- NeurIPS 2023 poster
- Readers: Everyone
PyHealth: A Deep Learning Toolkit for Healthcare Applications
Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- KDD 2023
- Readers: Everyone
MedLink: De-Identified Patient Health Record Linkage
Zhenbang Wu, Cao Xiao, Jimeng Sun
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- KDD 2023
- Readers: Everyone

View all 17 publications

Co-Authors

View all 51 co-authors