Publications
You can also find my papers on Google Scholar.
- Hybrid Meta-learners for Estimating Heterogeneous Treatment Effects
Zhongyuan Liang, Lars van der Laan, Ahmed Alaa.
Under review, 2025
- Local MDI+: Local Feature Importances for Tree-Based Models
Zhongyuan Liang*, Zachary T. Rewolinski*, Abhineet Agarwal, Tiffany M. Tang, Bin Yu.
Under review, 2025
- Revealing Treatment Non-Adherence Bias in Clinical Machine Learning Using Large Language Models
Zhongyuan Liang, Arvind Suresh, Irene Y. Chen.
CHIL, 2025
- A Learning Based Hypothesis Test for Harmful Covariate Shift
Tom Ginsberg, Zhongyuan Liang, Rahul G. Krishnan.
ICLR, 2023