Seoyoung Ju

Hi! I'm a recent graduate of Sangmyung University with a major in Human-Centered Artificial Intelligence. I currently work at Gnewsoft as a Research Engineer intern while also interning at MAI Lab (Prof. Taui-Kam) and IMSI Lab (Prof. Nam-joon Kim). My research interests span computer vision, deep learning, medical AI, and generative models.

Email / CV / Scholar / LinkedIn / Github

International Publications

	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 International Symposium on Biomedical Imaging (ISBI), 2026. Paper
	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 International Conference on Electronics, Information, and Communication (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 International Conference on Electronics, Information, and Communication (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 IEEE/IEIE International Conference on Consumer Electronics - Asia (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 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2025. Paper

Domestic Publications

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

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