Mingzhu Liu

I am a MS in Robotics student at the Robotics Institute, part of the School of Computer Science at Carnegie Mellon University. My advisor is Prof. Artur Dubrawski.

I have a BS in Computer Science and a BS in Data Science from University of Michigan. I also got minors in Physics and Math.

Email  /  GitHub  /  Google Scholar  /  LinkedIn  /  CV

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Research

I'm interested in machine learning and healthcare.

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Generalized Prompt Tuning: Adapting Frozen Univariate Time Series Foundation Models for Multivariate Healthcare Time Series


Mingzhu Liu, Angela H. Chen, George H. Chen
Machine Learning for Health 2024, 2024
paper / code / poster /

Also presented at NeurIPS workshop on Time Series in the Age of Large Models
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Deep Survival Models Can Improve Long-Term Mortality Risk Estimates from Chest Radiographs


Mingzhu Liu, Chirag Nagpal, Artur Dubrawski
MDPI Forecasting, 2024
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Deep learning for survival analysis.



Other Projects

These include coursework, side projects and unpublished research work.


Design and source code from Leonid Keselman's website