Chang Liu     刘 畅

Microsoft Research AI for Science
No. 5 Danling Street
Beijing, China. 100080.

Email: liuchangsmail at gmail dot com; changliu at microsoft dot com.

Biography

I am currently a senior researcher at Microsoft Research AI for Science (Asia branch) (科学智能中心). Before that, I was in Microsoft Research Asia, Machine Learning Group. I received my Ph.D. degree (cum laude) in 2019 from the TSAIL Group at the Department of Computer Science and Technology of Tsinghua University, supervised by Prof. Jun Zhu. I received my B.Sc. degree in 2014 from the Department of Physics of Tsinghua University. I also visited Prof. Lawrence Carin's group at Duke University from Oct. 2017 to Oct. 2018.

My research interest focuses on machine learning, including sampling methods (mainly in the context of Bayesian inference; e.g., variational inference, MCMC), generative models (e.g., diffusion models), and AI methods for molecular science problems (e.g., electronic structure, molecular dynamics, statistical mechanics).

Research

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("*": corresponding author; "†": equal contribution)

Preprints

Publications

Technical Reports

Thesis

Talk & Teaching Materials

Academic Service

Teaching