Dong Bok Lee

27 papers A* 9Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
GFlowPO: Generative Flow Network as a Language Model Prompt Optimizer.
CoRR
Junmo Cho, Suhan Kim, Sangjune An, Minsu Kim, Dong Bok Lee, Heejun Lee, Sung Ju Hwang, Hae Beom Lee
2025 J jnl
Automated Structured Radiology Report Generation with Rich Clinical Context.
CoRR
Seongjae Kang, Dong Bok Lee, Juho Jung, Dongseop Kim, Won Hwa Kim, Sunghoon Joo
2025 A* conf
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks.
ICML
Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee
2025 J jnl
Bayesian Neural Scaling Laws Extrapolation with Prior-Fitted Networks.
CoRR
Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee
2025 J jnl
Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning.
CoRR
Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Hae Beom Lee
2025 J jnl
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA.
CoRR
Seanie Lee, Sangwoo Park, Dong Bok Lee, Dominik Wagner, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
2025 A* conf
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models.
ICLR
Seanie Lee, Haebin Seong, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang
2025 J jnl
PCoreSet: Effective Active Learning through Knowledge Distillation from Vision-Language Models.
CoRR
Seongjae Kang, Dong Bok Lee, Hyungjoon Jang, Dongseop Kim, Sung Ju Hwang
2025 J jnl
Rethinking Reward Models for Multi-Domain Test-Time Scaling.
CoRR
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
2025 — conf
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models.
ACL (Findings)
Seanie Lee, Dong Bok Lee, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
2025 J jnl
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models.
CoRR
Seanie Lee, Dong Bok Lee, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
2025 J jnl
Simple Semi-supervised Knowledge Distillation from Vision-Language Models via
CoRR
Seongjae Kang, Dong Bok Lee, Hyungjoon Jang, Sung Ju Hwang
2024 J jnl
Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation.
CoRR
Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Juho Lee, Sung Ju Hwang, Hae Beom Lee
2024 J jnl
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models.
CoRR
Seanie Lee, Haebin Seong, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang
2024 A* conf
Self-Supervised Dataset Distillation for Transfer Learning.
ICLR
Dong Bok Lee, Seanie Lee, Joonho Ko, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang
2023 J jnl
Self-Supervised Dataset Distillation for Transfer Learning.
CoRR
Dong Bok Lee, Seanie Lee, Joonho Ko, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang
2023 A* conf
Self-Supervised Set Representation Learning for Unsupervised Meta-Learning.
ICLR
Dong Bok Lee, Seanie Lee, Kenji Kawaguchi, Yunji Kim, Jihwan Bang, Jung-Woo Ha, Sung Ju Hwang
2022 J jnl
Dataset Condensation with Latent Space Knowledge Factorization and Sharing.
CoRR
Hae Beom Lee, Dong Bok Lee, Sung Ju Hwang
2021 A* conf
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation.
ICLR
Seanie Lee, Dong Bok Lee, Sung Ju Hwang
2021 A* conf
Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning.
ICLR
Dong Bok Lee, Dongchan Min, Seanie Lee, Sung Ju Hwang
2021 A* conf
Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation.
ICML
Dongchan Min, Dong Bok Lee, Eunho Yang, Sung Ju Hwang
2021 J jnl
Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation.
CoRR
Dongchan Min, Dong Bok Lee, Eunho Yang, Sung Ju Hwang
2020 J jnl
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation.
CoRR
Seanie Lee, Dong Bok Lee, Sung Ju Hwang
2020 A* conf
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs.
ACL
Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
2020 J jnl
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs.
CoRR
Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
2020 A* conf
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction.
NeurIPS
Jinheon Baek, Dong Bok Lee, Sung Ju Hwang
2020 J jnl
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction.
CoRR
Jinheon Baek, Dong Bok Lee, Sung Ju Hwang