Publications

Explore research publications below, with links to full texts and available materials. Click on each publication for further information.

International

3D-LLDM: Label-Guided 3D Latent Diffusion Model for Improving High-Resolution Synthetic MR Imaging in Hepatic Structure Segmentation

Kyeonghun Kim, Jaehyeok Bae, Youngung Han, Joo Young Bae, Seoyoung Ju, Junsu Lim, Gyeongmin Kim, Nam-Joon Kim^†, Woo Kyoung Jeong, Ken Ying-Kai Liao, Won Jae Lee, Pa Hong, Hyuk-Jae Lee

ISBI 2026 · Oral presentation

Paper Presentation

MAESIL: Masked Autoencoder for Enhanced Self-supervised Medical Image Learning

Kyeonghun Kim, Hyeonseok Jung, Youngung Han, Junsu Lim, YeonJu Jean, Seongbin Park, Eunseob Choi, Hyunsu Go, Seoyoung Ju, Seohyoung Park, Gyeongmin Kim, MinJu Kwon, Kyungseok Yuh, Soo Yong Kim, Ken Ying-Kai Liao, Nam-Joon Kim^†, Hyuk-Jae Lee

ICEIC 2026

Paper

Contextual Optimization of Trajectory prediction Through transfer-learning Adaptation

Seohyoung Park, Jaeyeol Lim, Seoyoung Ju, Kyeonghun Kim, Ken Ying-Kai Liao, Nam-Joon Kim^†, Hyuk-Jae Lee

ICEIC 2026

Paper

CIPHER: Counterfeit Image Pattern High-level Examination via Representation for GAN and Diffusion Discriminator Learning

Kyeonghun Kim, Youngung Han, Seoyoung Ju, YeonJu Jean, YooHyun Kim, Minseo Choi, SuYeon Lim, Kyungtae Park, Seungwoo Baek, Sieun Hyeon, Nam-Joon Kim^†, Hyuk-Jae Lee

ICCE-Asia 2025

Paper

Foscu: Feasibility of Synthetic MRI Generation via Duo-Diffusion Models for Enhancement of 3D U-Nets in Hepatic Segmentation

Youngung Han, Kyeonghun Kim, Seoyoung Ju, Yeonju Jean, Minkyung Cha, Seohyoung Park, Hyeonseok Jung, Nam-Joon Kim^†, Woo Kyoung Jeong, Ken Ying-Kai Liao, Hyuk-Jae Lee

APCCAS 2025

Paper

Domestic

QCNet의 한국 도로 적응성 실험 및 최적 학습 전략 탐색

Seohyoung Park, Jaeyeol Lim, Seoyoung Ju, Kyeonghun Kim, Nam-Joon Kim^†, Hyuk-Jae Lee

대한전자공학회 추계종합학술대회 · 2025

Paper

ControlNet Guidance 기반 레이블 유도 3D Latent Diffusion Model을 활용한 의료 볼륨 합성

Minkyung Cha, Kyeonghun Kim, Youngung Han, Juyoung Bae, Seoyoung Ju, Induk Eom, Chaeyoung Lee, Myeongbin So, Suyeon Lim, Yeonju Jean, MinJu Kwon, Hyeonseok Jung, Kyungseok Yuh, Seohyoung Park, Sunghoon Park, Soo Yong Kim, Yoonkyung Jeon, Minjae Park, Sunghoon Lee, Nam-Joon Kim^†, Pa Hong, Wonjae Lee, Woo Kyoung Jeong, Jihye Min, Hyuk-Jae Lee

대한전자공학회 하계종합학술대회 · 2025

Paper