Wonyeol Lee

Assistant Professor, POSTECH
Joined
July 2019

Names

Wonyeol Lee (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor
POSTECH (postech.ac.kr)
2024Present
Postdoc
Carnegie Mellon University (cmu.edu)
20232024
PhD student
Stanford University (stanford.edu)
20142023
Researcher
KAIST (kaist.ac.kr)
20172020
Undergrad student
POSTECH (postech.ac.kr)
20102014

Advisors, Relations & Conflicts

Coauthor
2023Present
Coauthor
2023Present
Coauthor
2023Present
Coauthor
2023Present
Coauthor
2023Present
Coauthor
2022Present
Coauthor
2018Present
Coauthor
2018Present
Coauthor
2017Present
Coauthor
20232024
PhD Advisor
20142023
Coauthor
20142023
Coauthor
Gwonsoo Che
20182020
Coauthor
20172020

Expertise

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

Publications

View all 20 publications

Co-Authors