Chang Liu (Preferred)
Chang Liu
Researcher, Microsoft
- Joined February 2020
Names
Emails
****@mails.tsinghua.edu.cn (Confirmed)
, ****@126.com (Confirmed)
, ****@microsoft.com (Confirmed)
, ****@gmail.com (Confirmed)
Personal Links
Career & Education History
Researcher
Microsoft (microsoft.com)
2019 – Present
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