Li-wei H. Lehman

Researcher, Massachusetts Institute of Technology

Joined

October 2018

Names

Li-wei H. Lehman

Emails

****@mit.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Massachusetts Institute of Technology (mit.edu)

2006 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning for health

Present

physiological and clinical time series

Present

treatment decision making

Present

Publications

Knowledge distillation via constrained variational inference
Yuria Utsumi, Ardavan Saeedi, Li Sun, kayhan Batmanghelich, Li-wei H. Lehman
- OpenReview Archive Direct Upload
- Readers: Everyone
G-net: a recurrent network approach to g-computation for counterfactual prediction under a dynamic treatment regime
Yuria Utsumi, Rui Li, Stephanie Hu, MingYu Lu, Prithwish Chakraborty, Daby Sow, Mohamed Ghalwash, Zach Shahn, Li-wei H. Lehman
- OpenReview Archive Direct Upload
- Readers: Everyone
Creative Style Transfer
Jun Li, Li Shi Min, Ze-dong Zhang, Gan Sun, Hongfu Liu, Li-wei H. Lehman, Jian Yang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
Li-wei H. Lehman, Benjamin E Moody, Harsh Deep, Feng Wu, Hasan Saeed, Lucas McCullum, Diane Perry, Tristan Struja, Qiao Li, Gari Clifford, Roger Mark
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes
Adam Dejl, Harsh Deep, Jonathan Fei, Ardavan Saeedi, Li-wei H. Lehman
- Published: 02 Dec 2022, Last Modified: 09 Nov 2025
- TS4H Poster
- Readers: Everyone
Robust Low-Rank Discovery of Data-Driven Partial Differential Equations
Jun Li, Guoshuai Zhao, Gan Sun, Li-wei H. Lehman
- 13 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction
Li-wei H. Lehman, Roger Mark
- 08 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series
Li-wei H. Lehman, Roger Mark
- 08 May 2021 (modified: 08 May 2021)
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 30 co-authors