Wonyeol Lee

Carnegie Mellon University

  • Joined July 2019

Names

Wonyeol Lee

Emails

****@gmail.com (Confirmed)
,
****@cs.stanford.edu (Confirmed)
,
****@kaist.ac.kr
,
****@postech.ac.kr (Confirmed)
,
****@cmu.edu (Confirmed)

Personal Links

Education & Career History

Postdoc
Carnegie Mellon University (cmu.edu)
2023 – Present
 
PhD student
Stanford University (stanford.edu)
2014 – 2023
 
Researcher
KAIST (kaist.ac.kr)
2017 – 2020
 
Undergrad student
POSTECH (postech.ac.kr)
2010 – 2014
 

Advisors, Relations & Conflicts

Coauthor
2022 – Present
 
Coauthor
2018 – Present
 
Coauthor
2017 – Present
 
PhD Advisor
2014 – 2023
 
Coauthor
2014 – 2023
 
Coauthor
2018 – 2020
 
Coauthor
Gwonsoo Che
2018 – 2020
 
Coauthor
2017 – 2020
 

Expertise

probabilistic inference (variational inference)
2017 – Present
 
differentiation (non-differentiability, automatic differentiation, gradient estimation)
2017 – Present
 
correctness (provable guarantees, verification, program analysis)
2014 – Present
 
finite precision (floating point, elementary functions, low precision)
2014 – Present
 
continuous computation (finite-precision, differentiable, probabilistic)
2014 – Present