Publications

Top AI/CS Conference

1. *1.  Kyungsu Lee ,  Haeyun Lee , and  Jae Youn Hwang ^* . "Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information" , The Thirteenth International Conference on Learning Representations (ICLR2025) .
2. *2.  Kyungsu Lee ^† ,  Haeyun Lee ^† ,  Thiago Coutinho Cavalcanti ,  Sewoong Kim ,  Georges El Fakhri ,  Dong Hun Lee ,  Jonghye Woo ^* , and  Jae Youn Hwang ^* . "Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis" , International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2023) .
3. *3.  Kyungsu Lee ,  Haeyun Lee ,  Georges El Fakhri ,  Jonghye Woo ^* , and  Jae Youn Hwang ^* . "Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuning" , International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2023) .
4. *4.  Kyungsu Lee ,  Haeyun Lee , and  Jae Youn Hwang ^* . "USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropy" , Artificial Intelligence and Statistics (AISTATS2022) .
5. *5.  Kyungsu Lee ,  Hah Min Lew ,  Moon Hwan Lee ,  Jun-Young Kim , and  Jae Youn Hwang ^* . "CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear" , Asian Conference on Computer Vision (ACCV2022) .
6. *6.  Kyungsu Lee ,  Jaeseung Yang ,  Haeyun Lee , and  Jae Youn Hwang ^* . "Stochastic Adaptive Activation Function" , Neural Information Processing Systems (NeurIPS2022) .
7. *7.  Kyungsu Lee ^† ,  Jaeseung Yang ^† ,  Moon Hwan Lee ,  장진호 ,  Jun-Young Kim ^* , and  Jae Youn Hwang ^* . "USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer" , International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2022) .
8. *8.  Kyungsu Lee ,  Haeyun Lee , and  Jae Youn Hwang ^* . "Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images" , International Conference on Computer Vision (ICCV2021) .

SCI(E) Journal

1. *1.  Haeyun Lee ^† ,  Kyungsu Lee ^† ,  Jong Pil Yoon ,  Jihun Kim ^* , and  Jun-Young Kim ^* . "Real-time Self-supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis" , IEEE Signal Processing Letters, IEEE SPL, 2025
   [SCI(E); IF=3.20, 36.70% (Q2)] .
2. *2.  Kyungsu Lee ,  Haeyun Lee , and  Jae Youn Hwang ^* . "SoN: Selective Optimal Network for Smartphone-based Indoor Localization in Real-time" , Expert Systems With Applications, ESWA, 2025
   [SCI(E); IF=7.50, 5.20% (Q1)] .
3. 3.  Moon Hwan Lee ^† ,  Kyungsu Lee ,  유영승 ,  조형준 ,  정의헌 , and  Jae Youn Hwang ^* . "Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls" , IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, TUFFC, 2024
   [SCI(E); IF=3.00, 18.70% (Q1)] .
4. *4.  Kyungsu Lee ,  Haeyun Lee ,  박주흠 , and  Jae Youn Hwang ^* . "Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation" , IEEE Transactions on Geoscience and Remote Sensing, TGRS, 2024
   [SCI(E); IF=8.20, 5.20% (Q1)] .
5. *5.  김정훈 ^† ,  Kyungsu Lee ^† ,  김현진 ,  박해찬 ,  Jae Youn Hwang ,  박석원 ,  공현중 ^* , and  김진엽 ^* . "Predicting Obstructive Sleep Apnea Based on Computed Tomography Scan Using Deep Learning Models" , American Journal of Respiratory and Critical Care Medicine, AJRCCM, 2024
   [IF=24.70, 3.80% (Q1)] .
6. *6.  Kyungsu Lee ^† ,  Moon Hwan Lee ^† ,  강동호 ,  Sewoong Kim ,  장진호 ,  오승준 ^* , and  Jae Youn Hwang ^* . "Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation" , IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, TUFFC, 2024
   [SCI(E); IF=3.6, 17.70% (Q1)] .
7. *7.  조혜연 ^† ,  Kyungsu Lee ^† ,  양현림 ,  정철우 ,  박희영 ,  Jae Youn Hwang ,  공현중 , and  이형철 ^* . "Deep-Learning Model Associating Lateral Cervical Radiographic Features with Cormack--lehane Grade 3 Or 4 Glottic View" , Anaesthesia, Anaesthesia, 2022
   [SCI(E); IF=10.70, 1.40% (Q1)] .
8. *8.  Kyungsu Lee ,  T C Cavalcanti ,  Sewoong Kim ,  Hah Min Lew ,  서대헌 ,  Dong Hun Lee ^* , and  Jae Youn Hwang ^* . "Multi-task and Few-shot Learning-based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases" , IEEE Journal of Biomedical and Health Informatics, JBHI, 2022
   [SCI(E); IF=7.70, 6.40% (Q1)] .
9. 9.  Haeyun Lee ,  Moon Hwan Lee ,  Sang-Yeon Lee ,  Kyungsu Lee ,  Hah Min Lew , and  Jae Youn Hwang ^* . "Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image" , IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, TUFFC, 2022
   [SCI(E); IF=3.6, 17.70% (Q1)] .
10. 10.  Thiago C. Cavalcanti ,  Hah Min Lew ,  Kyungsu Lee ,  Sang-Yeon Lee ,  박무균 , and  Jae Youn Hwang ^* . "Intelligent Smartphone-based Multimode Imaging Otoscope for the Mobile Diagnosis of Otitis Media" , Biomedical Optics Express, BOE, 2021
    [SCI(E); IF=3.56, 30.20% (Q2)] .
11. *11.  Kyungsu Lee ,  김준희 ,  Haeyun Lee ,  박주흠 ,  최지환 , and  Jae Youn Hwang ^* . "Boundary-oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Images" , IEEE Transactions on Geoscience and Remote Sensing, TGRS, 2021
    [SCI(E); IF=8.12, 5.17% (Q1)] .
12. 12.  Haeyun Lee ,  채영준 ,  주현진 ,  Kyungsu Lee ,  Jae Youn Hwang ,  김석무 ,  김광순 ,  남인철 ,  최준영 ,  유형원 ,  이명철 ,  Hiroo Masuoka ,  Akira Miyauchi ,  이규언 ,  김성완 , and  공현중 ^* . "Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment" , Journal of Medical Internet Research Medical Informatics, JMIR Medical Informatics, 2021
    [SCI(E); IF=3.23, 56.45 (Q3)] .
13. 13.  Haeyun Lee ,  Kyungsu Lee ,  김준희 ,  나영환 ,  박주흠 ,  최지환 , and  Jae Youn Hwang ^* . "Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images" , IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, JSTAR, 2021
    [SCI(E); IF=4.71, 19.00 (Q1)] .
14. *14.  Kyungsu Lee ^† ,  Jun-Young Kim ^† ,  Moon Hwan Lee ,  최창혁 ^* , and  Jae Youn Hwang ^* . "Imbalanced Loss-Integrated Deep-Learning-based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear" , Sensors, 2021
    [SCI(E); IF=3.85, 28.91 (Q2)] .
15. 15.  나영환 ,  김준희 ,  Kyungsu Lee ,  박주흠 ,  Jae Youn Hwang , and  최지환 ^* . "Domain Adaptive Transfer Attack-based Segmentation Networks for Building Extraction from Aerial Images" , IEEE Transactions on Geoscience and Remote Sensing, TGRS, 2020
    [SCI(E); IF=5.60, 5.11% (Q1)] .
16. *16.  Sang-Yeon Lee ^† ,  Kyungsu Lee ^† ,  손지훈 ,  양인환 , and  Jae Youn Hwang . "Fully-automatic Deep Learning-based Analysis for Determination of the Invasiveness of Breast Cancer Cells in an Acoustic Trap" , Biomedical Optics Express, BOE, 2020
    [SCI(E); IF=3.73, 22.73 (Q1)] .
17. 17.  Moon Hwan Lee ,  Jun-Young Kim ,  Kyungsu Lee ,  최창혁 ^* , and  Jae Youn Hwang ^* . "Wide-field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears" , IEEE ACCESS, 2020
    [SCI(E); IF=3.37, 34.25 (Q2)] .
18. 18.  Thiago Coutinho Cavalcanti ,  Sewoong Kim ,  Kyungsu Lee ,  Sang-Yeon Lee ,  박무균 , and  Jae Youn Hwang ^* . "Smartphone-based Spectral Imaging Otoscope: System Development and Preliminary Study for Evaluation of Its Potential As a Mobile Diagnostic Tool" , Journal of Biophotonics, 2020
    [SCI(E); IF=3.21, 28.79 (Q2)] .

Conference Proceedings

1. 1.  김영수 , and  Kyungsu Lee ^* . "Interactive Few-shot Online Adaptation for User-Guided Segmentation in Aerial Images" , The Thirteenth International Conference on Learning Representations Workshop, (2025) .