활동 기록
- 5기ALPHA 스터디 팀장 · LLM fair eval 논문 작성 스터디 · 출판팀 서브리더
- 4기논문 스터디 팀장 · 딥러닝 도서 출판
- 3기딥러닝반 멘토링 & 리서치팀 · 딥러닝반 컨텐츠 연구개발팀
- 2025LLM fair eval 논문 작성 스터디 · 팀원
- 2025ALPHA 스터디 · 팀장
논문
- MATHENA: Mamba-based Architectural Tooth Hierarchical Estimator and Holistic Evaluation Network for Anatomy
Kyeonghun Kim, Jaehyung Park, Youngung Han, Anna Jung, Seongbin Park, Sumin Lee, Jiwon Yang, Jiyoon Han, Subeen Lee, Junsu Lim
30th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2027) · 2027
- NEMESIS: Noise-suppressed Efficient MAE with Enhanced Superpatch Integration Strategy
Kyeonghun Kim, Hyeonseok Jung, Youngung Han, Eunseob Choi, Hyunsu Go, Seongbin Park, Junsu Lim, Jiwon Yang, Sumin Lee, Kwangmin Jung
2027 IEEE 24th International Symposium on Biomedical Imaging (ISBI 2027) · 2027
- WSPolypNet: Weakly Supervised Polyp Localization in Colonoscopy Videos
Giseong Hwang, Minjae Jo, Yeonghyeon Park, Kyeonghun Kim, Seoyeon Han, Donghoon Han, Haneul Kim, Yului Jeong, Insung Hwang, Pa Hong
IEEE Int. Conf. Consumer Electronics - Asia (ICCE-Asia26), Oral Presentation · 2026
SpecRule: Automated Discovery of Interpretable Spectral Rules for Hyperspectral Classification
Yului Jeong, Kyeonghun Kim, Youngung Han, Youngseo Kim, Yunjin Seo, Haram Park, Junhan Kim, Minjun Yoo, Insung Hwang, Jinyong Jun
IEEE Int. Conf. Consumer Electronics - Asia (ICCE-Asia26) · 2026
SpecLite: Resource-Efficient Hyperspectral Classification with Fourfold Spectral Band Reduction
Yului Jeong, Kyeonghun Kim, Youngung Han, Ken Ying-Kai Liao, Nam-Joon Kim
IEEE Int. Conf. Consumer Electronics - Asia (ICCE-Asia26) · 2026
RIET: Paired Evaluation of Reader- and Question-Level Response Information for Eye-Tracking-Based Reading-Comprehension Prediction
Hyunsu Go, Sumin Lee, Kyeonghun Kim, Subeen Lee, Enseob Choi, Ken Ying-Kai Liao, Nam-Joon Kim
IEEE Int. Conf. Consumer Electronics - Asia (ICCE-Asia26) · 2026
LeafFireNet: Hyperspectral Leaf Dryness Classification for Wildfire Risk Prediction Using Temporal SWIR Spectral Signatures
Insung Hwang, Kyeonghun Kim, Youngung Han, Eunseob Choi, Tien Nguyen, Sumin Lee, Subeen Lee, Anna Jung, Jiwon Yang, Hyeonseok Jung
IEIE 2026 Summer (대한전자공학회 하계학술대회), 2026 · 2026
DAPP: Deep Learning Architecture for Predicting Pathological Characteristics of Gliomas Based on Multi-Medical Data Fusion
Suemin Yang, Seongheon Choi, Kyeonghun Kim, Insung Hwang, Donghyeon Seo, Minchan Kim, Seoyoon Koo, Taeyun Kim, Yoonseon Jung, Wonhyuk Kim
IEIE 2026 Summer (대한전자공학회 하계학술대회), 2026 · 2026
FUMM: Feasibility of Using Multiple Modalities for Prostate Cancer Classification and Grading
Anna Jung, Kyeonghun Kim, Youngung Han, Ken Ying-Kai Liao, Nam-Joon Kim
IEIE 2026 Summer (대한전자공학회 하계학술대회), 2026 · 2026
Hierarchy Aware Preference Optimization for the Safety of Korean Small Language Models
Soo Yong Kim, Junyoung Koh, Kyeonghun Kim, Seunghyeok Hong
The 5th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 15th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2026) · 2026
- ProsMAE: Multi-Source MAE Pretraining for ISUP Grade Classification
Anna Jung, Kyeonghun Kim, Youngung Han, Eunseob Choi, Jiwon Yang, Yunjin Seo, Ken Ying-Kai Liao, Hyuk-Jae Lee, Nam-Joon Kim
IEEE Asia-Pacific Conf. on Circuits and Systems (APCCAS) · 2026
- SCINTILLA-SNN: A Spiking Multi-Scale Selective Aggregation Network for Perineural Invasion Prediction
Youngung Han, Yului Jeong, Kyeonghun Kim, Dohyun Kweon, Suah Park, Hyunsu Go, Sungha Park, Anna Jung, Jinyong Jun, Woo Kyoung Jeong
IEEE Asia-Pacific Conf. on Circuits and Systems (APCCAS) · 2026
- Order-Aware 2.5D Multiple Instance Learning for Preoperative MRI-Based Perineural Invasion Risk Assessment in Intrahepatic Cholangiocarcinoma
Hyunsu Go, Youngung Han, Kyeonghun Kim, Jinyong Jun, Junbeom Lee, Dohyun Kweon, Yului Jeong, Suah Park, Sungha Park, Anna Jung
IEEE Asia-Pacific Conf. on Circuits and Systems (APCCAS) · 2026
- Adaptive Routing and Local Context-Aware Token Selection in Diffusion Transformers for PNI Prediction
Youngung Han, Dohyun Kweon, Kyeonghun Kim, Hyunsu Go, Jina Jeong, Suah Park, Induk Um, Junga Kim, Anna Jung, Yului Jeong
8th IEEE Int. Conf. on Artificial Intelligence Circuits and Systems (AICAS), Oral Presentation · 2026
- SpikeDS: Dual Sparsity Spikformer for Perineural Invasion Prediction in 3D MRI
Induk Um, Youngung Han, Kyeonghun Kim, Jina Jeong, Yului Jeong, Hyunsu Go, Dohyun Kweon, Anna Jung, Junga Kim, Sungha Park
8th IEEE Int. Conf. on Artificial Intelligence Circuits and Systems (AICAS), Oral Presentation · 2026
- Anatomy-Privileged Distillation with Token Routing for MRI-Based Prediction of Perineural Invasion
Hyunsu Go, Youngung Han, Kyeonghun Kim, Junga Kim, Dohyun Kweon, Jinyong Jun, Sungha Park, Anna Jung, Induk Um, Yului Jeong
8th IEEE Int. Conf. on Artificial Intelligence Circuits and Systems (AICAS), Oral Presentation · 2026
- 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, Woo Kyoung Jeong, Ken Ying-Kai Liao, Won Jae Lee
2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI 2026), Oral Presentation · 2026
- MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRI
Youngung Han, Induk Um, Kyeonghun Kim, Junga Kim, Hyunsu Go, Jaewon Jung, Woo Kyoung Jeong, Won Jae Lee, Ken Ying-Kai Liao, Pa Hong
2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI 2026), Oral Presentation · 2026
- LoSA-Net: A Localized and Scale-Adaptive Network for Boundary-Sensitive Prediction of Perineural Invasion in 3D MRI
Youngung Han, Hyunsu Go, Kyeonghun Kim, Induk Um, Junga Kim, Jaewon Jung, Woo Kyoung Jeong, Won Jae Lee, Ken Ying-Kai Liao, Pa Hong
2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI 2026), Oral Presentation · 2026
GRAVEX: GPU-accelerated GAN-Diffusion Representation for counterfeit pattern Analysis with MONAI-based Validation & Examination
Kyeonghun Kim, Eunseob Choi, Junsu Lim, Induk Um, Ken Ying-Kai Liao, Hyuk-Jae Lee
NVIDIA GPU Technology Conference (GTC 2026) · 2026
RAPIDS: Real-time Accelerated Pipeline for Intelligent Dental Segmentation
Kyeonghun Kim, Youngung Han, Hyeonseok Jung, Gyeongmin Kim, Ken Ying-Kai Liao, Nam-Joon Kim
NVIDIA GPU Technology Conference (GTC 2026) · 2026
- NeoNet: Neoplastic End-to-End Original 3D MRI-Based Deep Learning Framework for Prediction of Perineural Invasion: From Segmentation to Generation-driven Classification
Youngung Han, Minkyung Cha, Kyeonghun Kim, Induk Um, Myeongbin So, Joo Young Bae, Jaewon Jung, Jung Hyeok Park, Woo Kyoung Jeong, Won Jae Lee
Workshop on Health Intelligence (W3PHIAI), AAAI26 Oral Presentation · 2026
- COTTA: Context-Aware Transfer Adaptation for Trajectory Prediction in Autonomous Driving
Seohyeong Park, Jaeyeol Lim, Seoyoung Ju, Kyeonghun Kim, Ken Ying-Kai Liao, Hyuk-Jae Lee, Nam-Joon Kim
IEEE Int. Conf. Electronics, Information, and Communication (ICEIC) · 2026
- MAESIL: Masked Autoencoder for Enhanced Self-supervised Medical Image Learning
Kyeonghun Kim, Hyeonseok Jung, Youngung Han, Seongbin Park, Eunseob Choi, Hyunsu Go, Seoyoung Ju, Seohyeong Park, Gyeongmin Kim, Minju Kwon
IEEE Int. Conf. Electronics, Information, and Communication (ICEIC) · 2026
- CIPHER: Counterfeit Image Pattern High-level Examination via Representation for GAN and Diffusion Discriminator Learning
Kyeonghun Kim, Youngung Han, Seoyoung Ju, Yeonju Jeon, YooHyun Kim, Minseo Choi, SuYeon Lim, Kyungtae Park, Seungwoo Baek, Sieun Hyeon
IEEE Int. Conf. Consumer Electronics - Asia (ICCE-Asia25) · 2025
Feasibility Study of QCNet for Korean Road Adaptation and Optimal Training Strategies
Seohyeong Park, Jaeyeol Lim, Seoyoung Ju, Kyeonghun Kim, Nam-Joon Kim, Hyuk-Jae Lee
IEIE 2025 Autumn (대한전자공학회 추계학술대회) · 2025
MINTI: Micro-boundary INstructional Training for Intelligent anatomical vision-language model
Youngung Han, Kyeonghun Kim, Junsu Lim, Induk Um, Hyunsu Go, Eunseob Choi, Gyeongmin Kim, Seongbin Park, Jaewon Jung, Junga Kim
IEIE 2025 Autumn (대한전자공학회 추계학술대회) · 2025
ControlNet-Guided Latent Diffusion for Tumor-Conditioned 3D Liver MRI Generation
Minkyung Cha, Kyeonghun Kim, Youngung Han, Joo Young Bae, Seoyoung Ju, Induk Um, Chaeyoung Lee, Myeongbin So, Suyeon Lim, Yeonju Jeon
IEIE 2025 Summer (대한전자공학회 하계학술대회) · 2025
- 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 Jeon, Minkyung Cha, Seohyeong Park, Hyeonseok Jung, Woo Kyoung Jeong, Ken Ying-Kai Liao, Hyuk-Jae Lee
IEEE Asia-Pacific Conf. on Circuits and Systems (APCCAS) · 2025
Boundary Guidance for Efficient 3D CT Vision–Language Reasoning
Soo Yong Kim, Kyeonghun Kim, Taejin Kim, Yoonkyoung Chun, Hyungjun Kim, Dayoon Lee, Jeongmin Shin, Pa Hong, Nam-Joon Kim
ELAMI Workshop at MICCAI 2025 · 2025
Automated Dental Caries Segmentation in Panoramic Radiographs Using Dual-Stage Deep Learning
Jihun Kim, Kyeonghun Kim, Jong-yeol Lee, Yeongseok Seo, Dohyun Chun
Workshop on Machine Learning in Medical Imaging (MLMI), MICCAI 2025 · 2025