Sangheum Hwang (Preferred)
Sangheum Hwang
Associate Professor, Data Science, Industrial Engineering, Seoul National University of Science and Technology
Joined
March 2023
Names
Emails
****@seoultech.ac.kr (Confirmed)
****@gmail.com (Confirmed)
****@ds.seoultech.ac.kr (Confirmed)
Personal Links
Career & Education History
Associate Professor
Data Science, Industrial Engineering, Seoul National University of Science and Technology (seoultech.ac.kr)
2018 – Present
Principal Researcher
Lunit Inc. (lunit.io)
2015 – 2018
Principal Researcher
Samsung Advanced Institute of Technology (samsung.com)
2012 – 2015
PhD student
Korea Advanced Institute of Science & Technology (kaist.edu)
2006 – 2012
Advisors, Relations & Conflicts
Expertise
machine unlearning
, concept erasing
2024 – Present
uncertainty
, out-of-distribution detection
2018 – Present
self-supervised learning
2018 – Present
Publications
Co-Authors
- Andrew H. Beck
- Babak Ehteshami Bejnordi
- Bong-Jin Yum
- Bumsoo Kim
- Byeongmoon Ji
- Carlos Vintimilla
- Chanhee Lee
- Chungmok Lee
- Daejeong Mun
- Dasol Hwang
- David Lanyi
- David Tellez
- Dayong Wang
- Dohyun Kim
- Doyoung Yoon
- Eric I-Chao Chang
- Erik Sjöblom
- Erwan Zerhouni
- Eunji Jo
- Francesco Ciompi
- Francisco Beca
- Frederic Sala
- Geongyu Lee
- Gyeong Bok Jung
- Hady Ahmady Phoulady