Research
All
2025

Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms
Computers in Biology and Medicine (SCIE)
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Sep 01 2025
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doi:10.1016/j.compbiomed.2025.110478
*Equally contributed

SoN: Selective Optimal Network for smartphone-based indoor localization in real-time
Expert Systems with Applications (SCIE)
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May 01 2025
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doi:10.1016/j.eswa.2025.126639
*Equally contributed

Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis
IEEE Signal Processing Letters (SCIE)
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Apr 03 2025
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doi:10.1109/LSP.2025.3557754
*Equally contributed
2024

Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation
IEEE Transactions on Geoscience and Remote Sensing
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Mar 25 2024
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doi:10.1109/TGRS.2024.3378311

Multi-Scale Self-Attention Network for Denoising Medical Images
APSIPA Transactions on Signal and Information Processing (SCOPUS)
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Jan 22 2024
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doi:10.1561/116.00000169
*Equally contributed
2023

Deep Learning–Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients With Repaired Cleft Palates
Journal of Craniofacial Surgery (SCIE)
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Nov 01 2023
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doi:10.1097/scs.0000000000009560
*Equally contributed

Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023) (AI Top Conference)
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Oct 01 2023
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doi:10.1007/978-3-031-43907-0_52

Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023) (AI Top Conference)
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Oct 01 2023
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doi:10.1007/978-3-031-43898-1_37
*Equally contributed

USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy
International Conference on Artificial Intelligence and Statistics (AISTAT 2023) (AI Top Conference)
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Apr 26 2023
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[no id info]
Outlier Robust Disease Classification via Stochastic Confidence Network
Lecture Notes in Computer Science
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Jan 01 2023
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doi:10.1007/978-3-031-47425-5_8
2022

Stochastic Adaptive Activation Function
The Thirty-sixth Annual Conference on Neural Information Processing Systems (Neurips 2022) (AI Top Conference)
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Dec 02 2022
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doi:10.48550/arXiv.2210.11672

Explainable deep learning algorithm for distinguishing incomplete Kawasaki disease by coronary artery lesions on echocardiographic imaging
Computer Methods and Programs in Biomedicine (SCIE)
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Aug 01 2022
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doi:10.1016/j.cmpb.2022.106970

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 (SCIE)
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Jul 25 2022
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doi:10.1109/TUFFC.2022.3193640
*Equally contributed
2021
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
International Conference on Computer Vision (ICCV 2021) (AI Top Conference)
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Oct 14 2021
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doi:10.1109/ICCV48922.2021.00698

Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images
IEEE Transactions on Geoscience and Remote Sensing (SCIE)
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Jul 26 2021
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doi:10.1109/TGRS.2021.3089623
Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
JMIR Medical Informatics (SCIE)
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Apr 03 2021
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doi:10.2196/25869
*Equally contributed
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote (SCIE) Sensing
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Mar 26 2021
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doi:10.1109/JSTARS.2021.3069242
2020
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms
European Conference on Computer Vision (ECCV 2020) (AI Top Conference)
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Aug 25 2020
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doi:10.1007/978-3-030-58595-2_12
Locally Adaptive Channel Attention-Based Network for Denoising Images
IEEE ACCESS (SCIE)
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Feb 14 2020
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doi:10.1109/ACCESS.2020.2974001
Channel Attention Module with Multi-scale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (SCIE)
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Feb 10 2020
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doi:10.1109/tuffc.2020.2972573
2019
Image Restoration Network with Adaptive Channel Attention Modules for Combined Distortions
Journal of the Korea Computer Graphics Society (KCI)
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Jul 01 2019
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doi:10.15701/kcgs.2019.25.3.1
2018
Objects Segmentation From High-Resolution Aerial Images Using U-Net With Pyramid Pooling Layers
IEEE Geoscience and Remote Sensing Letters (SCIE)
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Sep 27 2018
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doi:10.1109/lgrs.2018.2868880
*Equally contributed