Publications
Papers
Also on Google Scholar. Linked titles go to the paper; linked co-author names go to their profile.
Published & accepted6
- Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment — — UAI 2026
- Bayesian High-dimensional Linear Regression with Sparse Projection-Posterior — — Bayesian Analysis, 2026
- Penalized FCI for Causal Structure Learning in a Sparse DAG for Biomarker Discovery in Parkinson's Disease — — Annals of Applied Statistics, 2026
- Bayesian High-dimensional Grouped-regression using Sparse Projection Posterior — — Statistica Sinica, 2026
- Sharp Bounds for Treatment Effect Generalization under Outcome Distribution Shift — — CLeaR 2026
- Efficacy Analysis in Clinical Trials: A Comprehensive Review of Statistical and Machine Learning Approaches — — NEJSDS, 2026
- Projection-posterior for variable selection: Weak limit and coverage — — Electronic Journal of Statistics, 2025
- Ensemble survival analysis for preclinical cognitive decline prediction in Alzheimer's disease using longitudinal biomarkers — — Journal of Alzheimer's Disease, 2025
- Discovering Candidate Genes Regulated by GWAS Signals in Cis & Trans — — Statistics in Biosciences, 2024
Revised3
- Improving Precision of RCT-Based CATE Estimation using Data Borrowing with Double Calibration — — JMLR
- Alpha-allocation based on Utility and Likelihood in Multi-arm Trials — — Biometrical Journal
Submitted & under review9
- Improving RCT-Based CATE Estimation Under Covariate Mismatch via Double Calibration — — JASA
- Network-aware IV Regression for Causal Node Discovery and Estimation — — JASA
- DAG DECORation: Continuous Optimization for Structure Learning under Hidden Confounding — — ICML 2026
- Causal Discovery with Mixed Latent Confounding via Precision Decomposition — — UAI 2026
- Representation Learning for Causal Inference in Multimodal Repeated Cross-Sectional Surveys with Block-missingness — — DATA 2026
- A Bayesian Model for Peer Assessors' Reputation System — — EDM 2026
- Air Pollution and Public Health: A Lagged Spatio-Temporal Analysis of COPD and Stroke across U.S. Cities — — Journal of Data Science
Working papers3
- Working Hierarchical Projection for Adaptive Knowledge Transfer —
- Heterogeneous Effects of Continuous Treatments via Conditional Incremental Effects —
- Social Sensors in Epidemiological Networks via Graph Eigenvectors —