Publications 2025

Ko Lab publications appearing in 2025. Lab members are shown in bold. See all publications.

  • E. Fard, M. Soltani, A. H. Jahangir, S.-B. Ko. LightIDS: a lightweight neural network-based intrusion detection system. The Journal of Supercomputing, 2025.
  • M. H. Haider, H. J. Lee, S.-B. Ko. Reconfigurable Multi-Precision Multipliers for Energy-Efficient CNN Acceleration for Visual AI in ICT Systems. International Journal of Contents, 2025.
  • M. Mostafavi, A. Ayatollahi, S. Rajagopal, S.-B. Ko. EEG-based biometric authentication: advancing security through motor imagery and deep learning. Signal, Image and Video Processing, 2025.
  • R. Castro-Zunti, E. H. Park, A. Satsangi, Y. Choi, G. Y. Jin, H. S. Chae, S.-B. Ko. A Novel Vision Transformer + InceptionV3 Hybrid Network for Accurate Diagnosis of Ankylosing Spondylitis from Computed Tomography Scans. Machine Intelligence Research, 2025.
  • R. Castro-Zunti, E. H. Park, H. N. Park, Y. Choi, G. Y. Jin, H. S. Chae, S.-B. Ko. Diagnosing Ankylosing Spondylitis via Architecture-Modified ResNet and Combined Conventional Magnetic Resonance Imagery. Journal of Imaging Informatics in Medicine, 38(6), 3665-3683, 2025.
  • Y. Choi, R. Castro-Zunti, J. S. Yun, Y. Choi, S.-B. Ko, E. J. Choi, G. Y. Jin, W. H. Yoo, et al. Enhancing diagnosis of gout with deep learning in dual-energy computed tomography. Rheumatology, 64(12), 6071-6078, 2025.
  • A. Erazo, J. C. Larco, J. Valarezo, S.-B. Ko. NAO Robot's Autonomous Reading and Interaction with Printed Texts. IEEE Ninth Ecuador Technical Chapters Meeting (ETCM), 2025.
  • M. H. Haider, N. Kim, H. Zhang, J. Arias-Garcia, H. J. Lee, S.-B. Ko. Memory-Efficient Differential Privacy Accelerator. IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2025.
  • R. Castro-Zunti, Y. Choi, Y. Choi, H. S. Chae, G. Y. Jin, E. H. Park, S.-B. Ko. DECTGoutSys: Reducing False Positive Gout Diagnoses via a Machine Vision Pipeline for Crystal Tophi Identification and Classification in Dual-Energy Computed Tomography. Journal of Imaging Informatics in Medicine, 2025.
  • P. Shiri, X. Yi, N. P. Mistry, S. Javadinia, M. Chegini, S.-B. Ko, A. Baniasadi, et al. Generating Synthetic Contrast-Enhanced Chest CT Images from Non-contrast Scans Using Slice-Consistent Brownian Bridge Diffusion Network. MICCAI Workshop on Statistical Atlases and Computational Models, 2025.
  • S. Soleimani-Fard, W. G. Jeong, F. Ferri, H. Sasani, Y. Choi, S. Deiva, et al. A lightweight convolutional neural network based on U shape structure and attention mechanism for anterior mediastinum segmentation. Neural Computing and Applications, 37(27), 22875-22889, 2025.
  • E. J. Choi, Y. Wang, H. Choi, J. H. Youk, J. H. Byon, S. Choi, S.-B. Ko, G. Y. Jin. Automated breast ultrasound features associated with diagnostic performance of a multiview convolutional neural network according to the level of experience of radiologists. Ultraschall in der Medizin - European Journal of Ultrasound, 2025.
  • M. Shamsoddini, T. Lan, S.-B. Ko, C. Y. Chung. AI-driven single-end partial discharge localization in power cables based on time domain reflectometry and transfer function analyses. Electric Power Systems Research, 245, 111601, 2025.
  • A. Erazo, A. Morocho, B. Caizaluisa, A. Arcentales, A. V. Guaman, S.-B. Ko. Scalable Leader-Follower Formation for Nonholonomic Robots. IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2025.
  • R. Castro-Zunti, J. Yepez, S.-B. Ko. Outdoor Check Stop HAZMAT Placard Detection Using Synthetic Images and YOLOv5-Small. IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
  • N. Si, Q. Wen, S.-B. Ko, H. Zhang. Efficient multi-precision approximate posit multiply-accumulate unit. IEEE International Conference on Communications, Circuits and Systems, 2025.
  • T. Liu, S. J. Trim, S.-B. Ko, R. J. Spiteri. The multi-GPU Wetland DEM Ponding Model. Computers & Geosciences, 199, 105912, 2025.
  • M. M. Moradi, A. Hassanzadeh, A. Haghanifar, S.-B. Ko. Optimized COVID-19 detection using sparse deep learning models from multimodal imaging data. Multimedia Tools and Applications, 84(13), 11451-11474, 2025.
  • Y. S. S. G. S. Saketha, A. Alagarsamy, M. Raj, G. C. Cardarilli, S.-B. Ko. Reliable synchronous and asynchronous counter design in QCA. Journal of Circuits, Systems and Computers, 34(04), 2550087, 2025.
  • M. Mostafavi, S.-B. Ko, S. B. Shokouhi, A. Ayatollahi. Transfer learning and self-distillation for automated detection of schizophrenia using single-channel EEG and scalogram images. Physical and Engineering Sciences in Medicine, 48(1), 3-18, 2025.