Kyungsu Lee

24 papers A* 4A 1Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Human-Centered Personalization in Radiology AI: Evaluating Trust, Usability, and Cross-Hospital Robustness.
CHI
Seo-Yeon Choi, Kyungsu Lee
2025 A* conf
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information.
ICLR
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
2025 J jnl
Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms.
Comput. Biol. Medicine
Haeyun Lee, Kyungsu Lee, Moon Hwan Lee, Sewoong Kim, Yongsoon Eun, Lucy Youngmin Eun, Jae Youn Hwang
2025 J jnl
Field Validated Hybrid ESP-NOW and Long Range IoT Monitoring System for Energy Autonomous Precision Agriculture.
IEEE Access
Ali Abdelli, Wissem Boujnah, Younes Ben Salah, Khaled Issa, Hatem Garrab, Sarvar Hussain Nengroo, Mohsen Machhout, Kyungsu Lee
2025 — conf
Patient-Centric Statistical Multi-Modal Fusion for Medical Diagnosis: Integrating DICOM, Radiomics, and Patient Attributes.
ICCVW
Seo-Yeon Choi, Kyungsu Lee
2025 J jnl
Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis.
IEEE Signal Process. Lett.
Haeyun Lee, Kyungsu Lee, Jong Pil Yoon, Jihun Kim, Jun-Young Kim
2025 J jnl
SoN: Selective Optimal Network for smartphone-based indoor localization in real-time.
Expert Syst. Appl.
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
2024 J jnl
Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation.
IEEE Trans. Geosci. Remote. Sens.
Kyungsu Lee, Haeyun Lee, Juhum Park, Jae Youn Hwang
2023 — conf
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis.
MICCAI (3)
Kyungsu Lee, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong Hun Lee, Jonghye Woo, Jae Youn Hwang
2023 J jnl
Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases.
IEEE J. Biomed. Health Informatics
Kyungsu Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Hah Min Lew, Dae Hun Suh, Dong Hun Lee, Jae Youn Hwang
2023 — conf
Outlier Robust Disease Classification via Stochastic Confidence Network.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu, Fangxu Xing, Jae Youn Hwang, Jonghye Woo
2023 — conf
Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning.
MICCAI (1)
Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jonghye Woo, Jae Youn Hwang
2023 A conf
USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy.
AISTATS
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
2022 J jnl
Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Kyungsu Lee, Jun Hee Kim, Haeyun Lee, Juhum Park, Jihwan P. Choi, Jae Youn Hwang
2022 — conf
CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear.
ACCV (6)
Kyungsu Lee, Hah Min Lew, Moon Hwan Lee, Jun-Young Kim, Jae Youn Hwang
2022 A* conf
Stochastic Adaptive Activation Function.
NeurIPS
Kyungsu Lee, Jaeseung Yang, Haeyun Lee, Jae Youn Hwang
2022 J jnl
Stochastic Adaptive Activation Function.
CoRR
Kyungsu Lee, Jaeseung Yang, Haeyun Lee, Jae Youn Hwang
2022 — conf
USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer.
MICCAI (8)
Kyungsu Lee, Jaeseung Yang, Moon Hwan Lee, Jin Ho Chang, Jun-Young Kim, Jae Youn Hwang
2021 J jnl
Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Younghwan Na, Jun Hee Kim, Kyungsu Lee, Juhum Park, Jae Youn Hwang, Jihwan P. Choi
2021 J jnl
Imbalanced Loss-Integrated Deep-Learning-Based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear.
Sensors
Kyungsu Lee, Jun-Young Kim, Moon Hwan Lee, Chang-Hyuk Choi, Jae Youn Hwang
2021 J jnl
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haeyun Lee, Kyungsu Lee, Jun Hee Kim, Younghwan Na, Juhum Park, Jihwan P. Choi, Jae Youn Hwang
2021 A* conf
Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images.
ICCV
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
2020 J jnl
Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images.
CoRR
Younghwan Na, Jun Hee Kim, Kyungsu Lee, Juhum Park, Jae Youn Hwang, Jihwan P. Choi
2020 J jnl
Wide-Field 3D Ultrasound Imaging Platform With a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears.
IEEE Access
Moon Hwan Lee, Jun-Young Kim, Kyungsu Lee, Chang-Hyuk Choi, Jae Youn Hwang