Dong Bok Lee

PhD student, AI graduate school, Korea Advanced Institute of Science & Technology

Joined

August 2019

Names

Dong Bok Lee (Preferred)

DONGBOK LEE

Emails

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

Personal Links

Homepage

Career & Education History

PhD student

AI graduate school, Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2021 – Present

MS student

AI graduate school, Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2019 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Sung Hu Hwang

2019 – Present

Expertise

Deep learning

2019 – Present

Publications

Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization
Seongjae Kang, Dong Bok Lee, Hyungjoon Jang, Sung Ju Hwang
- Submitted to ICLR 2026
- Readers: Everyone
PCoreSet: Effective Active Learning through Knowledge Distillation from Vision-Langauge Models
Seongjae Kang, Dong Bok Lee, Hyungjoon Jang, Dongseop Kim, Sung Ju Hwang
- Submitted to ICLR 2026
- Readers: Everyone
Automated Structured Radiology Report Generation with Rich Clinical Context
Seongjae Kang, Dong Bok Lee, Juho Jung, Dongseop Kim, Won Hwa Kim, Sunghoon Joo
- Submitted to ICLR 2026
- Readers: Everyone
Rethinking Reward Models for Multi-Domain Test-Time Scaling
Dong Bok Lee, Seanie Lee, Sangwoo Park, Minki Kang, Jinheon Baek, Dongki Kim, Dominik Wagner, Jiongdao Jin, Heejun Lee, Tobias Bocklet, Jinyu Wang, Jingjing Fu, Sung Ju Hwang, Jiang Bian, Lei Song
- Submitted to ICLR 2026
- Readers: Everyone
Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning
Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Hae Beom Lee
- NeurIPS 2025 poster
- Readers: Everyone
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
Seanie Lee, Sangwoo Park, Dong Bok Lee, Dominik Wagner, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
- NeurIPS 2025 poster
- Readers: Everyone
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks
Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee
- ICML 2025 poster
- Readers: Everyone
Cost-Sensitive Multi-Fidelity Bayesian Optimization
Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Juho Lee, Sung Ju Hwang, Hae Beom Lee
- Submitted to ICLR 2025
- Readers: Everyone
Dimension Agnostic Neural Processes
Hyungi Lee, Chaeyun Jang, Dong Bok Lee, Juho Lee
- ICLR 2025 Poster
- Readers: Everyone
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
Seanie Lee, Haebin Seong, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang
- ICLR 2025 Poster
- Readers: Everyone

View all 18 publications

Co-Authors

View all 43 co-authors