Research
My research investigates causality and foundation models to build reliable AI systems for high-stakes real-world environments. I study how these systems can remain robust under distributional shifts and support trustworthy decision-making.
A central focus of my current work is AI in healthcare, where I develop AI patient simulators that model disease progression and enable proactive risk management using large-scale health data, including public datasets such as MIMIC-IV and real-world clinical data from Australia and New Zealand.
(*: Co-First Author; #: Corresponding Author.)
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I enjoy swimming in the ocean.
Coogee
is my favorite, and I had a great time there.
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Guanglin Zhou | Last updated: 2026-03
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