Chang Liu (Preferred)
Chang Liu
Associate Professor, Zhongguancun Academy
Joined
February 2020
Names
Emails
****@mails.tsinghua.edu.cn (Confirmed)
****@126.com (Confirmed)
****@microsoft.com (Confirmed)
****@gmail.com (Confirmed)
****@bjzgca.edu.cn (Confirmed)
Personal Links
Career & Education History
Associate Professor
Zhongguancun Academy (bza.edu.cn)
2025 – Present
Researcher
Microsoft (microsoft.com)
2019 – 2025
PhD student
Tsinghua University (tsinghua.edu.cn)
2014 – 2019
Visiting scholar
Duke University (duke.edu)
2017 – 2018
Undergrad student
Tsinghua University (tsinghua.edu.cn)
2010 – 2014
Advisors, Relations & Conflicts
Coauthor
Guolin Ke
2019 – Present
Coauthor
Georgiy Bobashev
2018 – 2019
Coauthor
Ning Chen
2017 – 2019
Coauthor
Jingwei Zhuo
2014 – 2019
Expertise
AI for science: machine-learning force field
, density functional theory
, quantum Monte Carlo
, molecular structure sampling
, statistical mechanics
2021 – Present
Bayesian models
, Bayesian neural networks
2016 – Present
generative models
, variational auto-encoders
, generative adversarial nets
, diffusion models
, flow matching models
2016 – Present
topic models
, generative models
, Bayesian models
, Bayesian inference
, MCMC
, variational inference
2014 – Present
Bayesian inference
, variational inference
, MCMC
2014 – Present
causality
, structural equation models
, structural causal models
, identifiability
2019 – 2022