Wootaek Jeong

PhD student, Korea University

Joined

May 2024

Names

Wootaek Jeong (Preferred)

Emails

****@korea.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Korea University (korea.ac.kr)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

Deep learning

2022 – Present

Causality

2022 – Present

Generative models

2022 – Present

Publications

MEASURE: Multi-scale Minimal Sufficient Representation Learning for Domain Generalization in Sleep Staging
Sangmin Jo, Jee Seok Yoon, Wootaek Jeong, Kwanseok Oh, Heung-Il Suk
- CoRR 2025
- Readers: Everyone
Prequential Evidence Pruning: Information-Theoretic Edge Selection for Ordering-Based Causal Discovery
Junghyo Sohn, Sujeong Song, Wootaek Jeong, Yeajin Shon, Heung-Il Suk
- Submitted to ICLR 2026
- Readers: Everyone
Deconstructing Guidance: A Semantic Hierarchy for Precise Diffusion Model Editing
Wootaek Jeong, Junghyo Sohn, Jee Seok Yoon, Heung-Il Suk
- ICLR 2026 Poster
- Readers: Everyone
ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization
Jee Seok Yoon, Junghyo Sohn, Wootaek Jeong, Heung-Il Suk
- IJCAI 2025
- Readers: Everyone
Multi-scale Minimal Sufficient Representation Learning for Domain Generalization in Sleep Staging
Sangmin Jo, Jee Seok Yoon, Wootaek Jeong, Kwanseok Oh, Heung-Il Suk
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors