Zhenbang Wu

20 papers A* 7Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bridging the Reproducibility Divide: Open Source Software's Role in Standardizing Healthcare AI.
CoRR
John Wu, Zhenbang Wu, Jimeng Sun
2026 J jnl
PyHealth 2.0: A Comprehensive Open-Source Toolkit for Accessible and Reproducible Clinical Deep Learning.
CoRR
John Wu, Yongda Fan, Zhenbang Wu, Paul Landes, Eric Schrock, Sayeed Sajjad Razin, Arjun Chatterjee, Naveen Baskaran, Joshua Steier, Andrea Fitzpatrick, Bilal Arif, Rian Atri, Jathurshan Pradeepkumar, Siddhartha Laghuvarapu, Junyi Gao, Adam R. Cross, Jimeng Sun
2025 — conf
MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem.
KDD (2)
Matthew B. A. McDermott, Justin Xu, Teya S. Bergamaschi, Hyewon Jeong, Simon A. Lee, Nassim Oufattole, Patrick Rockenschaub, Kamile Stankeviciute, Ethan Steinberg, Jimeng Sun, Robin Van De Water, Michael Wornow, John Wu, Zhenbang Wu
2025 — conf
RHealth: A R Toolkit for Deep Learning in Healthcare.
BIBM
Ji Song, Zhixia Ren, Zhenbang Wu, John Wu, Chaoqi Yang, Yinghao Zhu, Wen Tang, Jimeng Sun, Ewen M. Harrison, Liantao Ma, Junyi Gao
2025 J jnl
Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding.
CoRR
Hanyin Wang, Zhenbang Wu, Gururaj Kolar, Hariprasad Korsapati, Brian Bartlett, Bryan Hull, Jimeng Sun
2025 J jnl
Robust Multisource Forest Point Cloud Registration With Distribution Similarity Analysis.
IEEE Trans. Geosci. Remote. Sens.
Xiangjiang Liu, Huabing Huang, Daile Wang, Zhenbang Wu, Peimin Chen, Sheng Ding, Xinlian Liang, Tianhong Yang
2025 J jnl
Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning.
CoRR
Jiacheng Lin, Zhenbang Wu, Jimeng Sun
2024 A* conf
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models.
NeurIPS
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, Zongyuan Ge, Gang Li, James Y. Zou, Huaxiu Yao
2024 J jnl
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models.
CoRR
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, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao
2024 A* conf
Instruction Tuning Large Language Models to Understand Electronic Health Records.
NeurIPS
Zhenbang Wu, Anant Dadu, Mike A. Nalls, Faraz Faghri, Jimeng Sun
2024 J jnl
MCCANet: A multispectral class-constraint attentional neural network for object detection in mining scenes.
Expert Syst. Appl.
Zhenbang Wu, Hengkai Li, Yuqing Wang, Beiping Long
2024 A* conf
Multimodal Patient Representation Learning with Missing Modalities and Labels.
ICLR
Zhenbang Wu, Anant Dadu, Nicholas J. Tustison, Brian B. Avants, Mike A. Nalls, Jimeng Sun, Faraz Faghri
2023 A* conf
An Iterative Self-Learning Framework for Medical Domain Generalization.
NeurIPS
Zhenbang Wu, Huaxiu Yao, David M. Liebovitz, Jimeng Sun
2023 A* conf
MedLink: De-Identified Patient Health Record Linkage.
KDD
Zhenbang Wu, Cao Xiao, Jimeng Sun
2023 A* conf
PyHealth: A Deep Learning Toolkit for Healthcare Applications.
KDD
Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun
2022 — conf
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment.
ECML/PKDD (2)
Zhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun
2022 J jnl
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment.
CoRR
Zhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun
2022 J jnl
Knowledge-Driven New Drug Recommendation.
CoRR
Zhenbang Wu, Huaxiu Yao, Zhe Su, David M. Liebovitz, Lucas M. Glass, James Zou, Chelsea Finn, Jimeng Sun
2022 A* conf
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.
EMNLP
Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun
2022 J jnl
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.
CoRR
Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun