Mingxuan Liu

PhD student, National University of Singapore

Joined

February 2023

Names

Mingxuan Liu (Preferred)

Emails

****@u.duke.nus.edu (Confirmed)

Personal Links

Career & Education History

PhD student

National University of Singapore (nus.edu)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Interpretable machine learning

2022 – Present

Fair machine learning

2022 – Present

Publications

Deep Survival Analysis from Adult and Pediatric Electrocardiograms: A Multi-center Benchmark Study
Platon Lukyanenko, Joshua Mayourian, Mingxuan Liu, John K Triedman, Sunil J Ghelani, William La Cava
- BioData Mining
- Readers: Everyone
FAIM: Fairness-aware interpretable modeling for trustworthy machine learning in healthcare
Mingxuan Liu
- AI4X 2025 Oral
- Readers: Everyone
An Empirical Study of the Effect of Background Data Size on the Stability of SHapley Additive exPlanations (SHAP) for Deep Learning Models
Han Yuan, Mingxuan Liu, Lican Kang, Chenkui Miao, Ying Wu
- 01 Mar 2023 (modified: 15 Jan 2026)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
Interpretable Machine Learning-Based Risk Scoring with Individual and Ensemble Model Selection for Clinical Decision Making
Han Yuan, Jinwee Lee, Mingxuan Liu, Siqi Li, Chenglin Niu, Jun Wen, Feng Xie
- 01 Mar 2023 (modified: 18 Apr 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone

Co-Authors