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Xueqing Liu, 3rd year PhD student
Duke-NUS Medical School
National University of Singapore
Level 6, 8 College Rd, Singapore

About me

I am currently a final-year Ph.D. student (Expected Gradution in 2025) at Duke-NUS Medical School under the supervision of Prof. Bibhas Chakraborty. Previously, I received my Master degree from Peking University in 2021, under the supervision of Prof. Xiao-hua Zhou and Bachelor degree of medicine and applied mathematics from Peking University in 2019.

Research Interest

My work is centered on advancing Statistical and Machine Learning techniques, particularly in the realms of sequential decision making and mobile health. I am passionate about exploring several key areas:

  • Longitudinal Data Analysis & Causal Inference

  • Contextual Bandits & Reinforcement Learning

  • Adaptive Trial Design & Analysis

  • Count Data Analysis

Moreover, during my master's studies, I developed novel statistical methods in diagnostic medicine. Each domain contributes to my overarching goal of leveraging data-driven insights to enhance decision-making in health and related fields.

News

Contact

Email: xueqing_liu [at] u.duke.nus.edu