Muxuan Liang

3 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (3)

Conferences

ICML (1) JMLR (1) MLHC (1)

Top co-authors

Jiwei Zhao (1) Ying-Qi Zhao (1) Jun Jin (1) Chao Ying (1) Maureen A Smith (1) Yi Guo (1) Young-Geun Choi (1) Adolfo Ramirez-Zamora (1) Ricardo Diaz-Rincon (1) Benjamin Shickel (1)

Keywords

causal inference (1) high-dimensional inference (1) individualized treatment rule (1) propensity score (1) observational datum (1) high-dimensional covariate (1) doubly robust estimation (1) outcome regression (1) doubly robust (1)

Papers

Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift ICML 2025

Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach MLHC 2025

Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022