Jimeng Sun
University of Illinois at Urbana-Champaign
H-index: 87
North America-United States
Top articles of Jimeng Sun
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift | Advances in Neural Information Processing Systems | Siddhartha Laghuvarapu Zhen Lin Jimeng Sun | 2024/2/13 |
Recent Advances in Predictive Modeling with Electronic Health Records | Jiaqi Wang Junyu Luo Muchao Ye Xiaochen Wang Yuan Zhong | 2024/2/2 | |
DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients | npj Digital Medicine | Hanyin Wang Chufan Gao Christopher Dantona Bryan Hull Jimeng Sun | 2024/1/22 |
SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction | arXiv preprint arXiv:2403.01570 | Jiahuan Yan Jintai Chen Chaowen Hu Bo Zheng Yaojun Hu | 2024/3/3 |
An Iterative Self-Learning Framework for Medical Domain Generalization | Advances in Neural Information Processing Systems | Zhenbang Wu Huaxiu Yao David Liebovitz Jimeng Sun | 2024/2/13 |
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models | arXiv preprint arXiv:2305.15597 | Pengcheng Jiang Shivam Agarwal Bowen Jin Xuan Wang Jimeng Sun | 2023/5/24 |
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control | Zhen Lin Shubhendu Trivedi Cao Xiao Jimeng Sun | 2023 | |
MedLink: De-Identified Patient Health Record Linkage | Zhenbang Wu Cao Xiao Jimeng Sun | 2023/8/6 | |
CITING: Large Language Models Create Curriculum for Instruction Tuning | arXiv preprint arXiv:2310.02527 | Tao Feng Zifeng Wang Jimeng Sun | 2023/10/4 |
Automated prediction of clinical trial outcome | 2023/2/2 | ||
Interrater reliability of expert electroencephalographers identifying seizures and rhythmic and periodic patterns in EEGs | Neurology | Jin Jing Wendong Ge Aaron F Struck Marta Bento Fernandes Shenda Hong | 2023/4/25 |
GraphCare: Enhancing Healthcare Predictions with Open-World Personalized Knowledge Graphs | arXiv preprint arXiv:2305.12788 | Pengcheng Jiang Cao Xiao Adam Cross Jimeng Sun | 2023/5/22 |
Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study | The Lancet Digital Health | Harsh Parikh Kentaro Hoffman Haoqi Sun Sahar F Zafar Wendong Ge | 2023/8/1 |
PyHealth: A Deep Learning Toolkit for Healthcare Applications | Chaoqi Yang Zhenbang Wu Patrick Jiang Zhen Lin Junyi Gao | 2023/8/6 | |
TREEMENT: Interpretable Patient-Trial Matching via Personalized Dynamic Tree-Based Memory Network | Brandon Philip Theodorou Cao Xiao Jimeng Sun | 2023/9/3 | |
ManyDG: Many-domain Generalization for Healthcare Applications | Chaoqi Yang M Brandon Westover Jimeng Sun | 2023/1/21 | |
SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning | Zifeng Wang Cao Xiao Jimeng Sun | 2023/4/7 | |
AnyPredict: Foundation Model for Tabular Prediction | arXiv preprint arXiv:2305.12081 | Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun | 2023/5/20 |
PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development | arXiv preprint arXiv:2306.04018 | Zifeng Wang Brandon Theodorou Tianfan Fu Cao Xiao Jimeng Sun | 2023/6/6 |
Scientific discovery in the age of artificial intelligence | Hanchen Wang Tianfan Fu Yuanqi Du Wenhao Gao Kexin Huang | 2023/8/3 |
Co-Authors
