Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark. - Yaobin Ling; Pulakesh Upadhyaya; Luyao Chen; Xiaoqian Jiang; Yejin Kim (CoRR, 2021)

Inferring Personalized Treatment Effect of Antihypertensives on Alzheimer's Disease Using Deep Learning. - Pulakesh Upadhyaya; Yaobin Ling; Luyao Chen; Yejin Kim 001; Xiaoqian Jiang (ICHI, 2023)

Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark. - Yaobin Ling; Pulakesh Upadhyaya; Luyao Chen; Xiaoqian Jiang; Yejin Kim 001 (J. Biomed. Informatics, 2023)

MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data. - Yaobin Ling; Xiaoqian Jiang; Yejin Kim 001 (CoRR, 2024)