Youn Kyu Lee

Chung-Ang University — South Korea

Computer Science · Physical Sciences

9h-index487citations75works1.52yr avg
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Research Topics

Software Engineering Research(9), Adversarial Robustness in Machine Learning(9), Biometric Identification and Security(8), Software System Performance and Reliability(7), Digital Media Forensic Detection(7)

Publications75 total

Musculoskeletal Digital Therapeutics and Digital Health Rehabilitation: A Global Paradigm Shift in Orthopedic Care
Journal of Clinical Medicine·2025· 1 citedOpen Access
Machine Unlearning for Pathological Image Classification Models
2025
Adversarial Object-Aware Steering Attacks for Autonomous Driving Systems
2025
Behind the Curtains of VLM: Analyzing the Influence of Background Knowledge
2025
Entanglement-aware Quantum Error Mitigation for Complex Quantum Circuits
2025
Musculoskeletal Digital Therapeutics and Digital Health Rehabilitation: A Global Paradigm Shift in Orthopaedic Care
Preprints.org·2025· 1 citedOpen Access
SQUAD: software testing for quantum distributed learning software
The Journal of Supercomputing·2025
Adverpaint: Inpainting-Based Adversarial Attack on Face Recognition Systems
SSRN Electronic Journal·2025Open Access
Simulation-Driven Link-K Data Generation Framework to Optimize Resource Allocation
IEEE Access·2025Open Access
No Clean Data Needed: A Denoiser-Based Robust Defense Against Adversarial Attacks
SSRN Electronic Journal·2025Open Access
Zero-Shot Inverse Imaging with Auto-Tuned Hyperparameters and Untrained Generative Priors
SSRN Electronic Journal·2025Open Access
FacePurifier: Enhancing Face Identification Robustness Against Adversarial Attacks via Two-Phase Image Restoration
IEEE Access·2025Open Access
A comparative study of 2D vs. 3D chart visualizations in virtual reality
Journal of Visualization·2024· 1 cited
To Detect, and Beyond: Integrating Text-Guided Object Detection and Super-Resolution
2024
Composition-based Detail Preservation in Pose Transformation Using Diffusion Models
2024
A New Wave of Texture Feature: Enhancing Deepfake Detection via Image Waveform
2024· 3 cited
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation
Future Generation Computer Systems·2024· 8 cited
VELCRO: A visual-based programming tool for effortless deep learning model construction
SoftwareX·2024Open Access
Rowhammer Attacks in Dynamic Random-Access Memory and Defense Methods
Sensors·2024· 7 citedOpen Access
Orthogonal Transform-Driven Data Augmentation for Limited Gaussian-Tainted Dataset
IEEE Access·2024Open Access
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Frequent Co-authors

Nenad Medvidović(7), Jongwook Jeong(7), Min Young Lim(7), Pyo Min Hong(7), Arman Shahbazian(5), Soohyun Park(5), Soyi Jung(5), Joongheon Kim(5), S. H. Park(5), Soo-Hyun Lee(5), Won Joon Yun(5), Dongwoo Kang(5), Mpyana Mwamba Merlec(4), Hoh Peter In(4), Joongheon Kim(4), Chanyoung Park(3), So Hyun Kang(3), Duc Minh Le(2), Yuriy Brun(2), Jae Young Bang(2)