Joong-Ho Won

Joined

March 2017

Names

Joong-Ho Won

Emails

****@stats.snu.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Stanford University (stanford.edu)

2003 – 2008

MS student

Stanford University (stanford.edu)

2001 – 2003

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Pareto Variational Autoencoder
Mincheol Cho, Yedarm Seong, Joong-Ho Won
- ICLR 2026 Poster
- Readers: Everyone
Wasserstein Geodesic Generator for Conditional Distributions
Young-geun Kim, Kyungbok Lee, Youngwon Choi, Joong-Ho Won, Myunghee Cho Paik
- arXiv preprint arXiv:2308.10145
- Readers: Everyone
Partial Correlation Network Estimation by Semismooth Newton Methods
DongWon Kim, Sungdong Lee, Joong-Ho Won
- NeurIPS 2025 poster
- Readers: Everyone
StrWAEs to Invariant Representations
Hyunjong Lee, Yedarm Seong, Sungdong Lee, Joong-Ho Won
- ICML 2024 Poster
- Readers: Everyone
$t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence
Juno Kim, Jaehyuk Kwon, Mincheol Cho, Hyunjong Lee, Joong-Ho Won
- ICLR 2024 poster
- Readers: Everyone
Wasserstein Fair Autoencoders
Sungdong Lee, Hyunjong Lee, Joong-Ho Won
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Projection onto Minkowski Sums with Application to Constrained Learning
Joong-Ho Won, Jason Xu, Kenneth Lange
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

Co-Authors