Chang Liu     刘 畅

Microsoft Research AI4Science
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 AI4Science (Asia) (科学智能中心). Before that, I was in Microsoft Research Asia, Machine Learning Group. I received my Ph.D. degree (with honor) 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 Bayesian inference methods (e.g., variational inference, MCMC), generative modeling, and the interaction with scientific computing (e.g., quantum chemistry, molecular dynamics, statistical mechanics).

Research

[Google Scholar] [GitHub] [Semantic Scholar]

("*": equal contribution; "†": correspondence)

Publications

Technical Reports

Thesis

Talk & Teaching Materials

Academic Service

Teaching