DefectGen: Few-Shot Defect Image Generation using Stable Diffusion for Steel Surface Analysis. - Adnan Md Tayeb; Hope Leticia Nakayiza; Heejae Shin; Seungmin Lee; Chaesoo Lee; YeongHun Lee; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2024)

UNestFormer: Enhancing Decoders and Skip Connections With Nested Transformers for Medical Image Segmentation. - Adnan Md Tayeb; Tae-Hyong Kim (IEEE Access, 2024)

SmartRSD: An Intelligent Multimodal Approach to Real-Time Road Surface Detection for Safe Driving. - Adnan Md Tayeb; Mst Ayesha Khatun; Mohtasin Golam; Md Facklasur Rahaman; Ali Aouto; Oroceo Paul Angelo; Minseon Lee; Dong-Seong Kim 002; Jae-Min Lee; Jung-Hyeon Kim (CoRR, 2024)

HiClassGen: High-Resolution Image Augmentation with Class and Shape Controllable Diffusion Models. - Adnan Md Tayeb; Jae-Min Lee; Dong-Seong Kim 002 (ICAIIC, 2025)

DefectDiffusion: A Generative Diffusion Model for Robust Data Augmentation in Industrial Defect Detection. - Adnan Md Tayeb; Hope Leticia Nakayiza; Heejae Shin; Seungmin Lee; Jae-Min Lee; Dong-Seong Kim 002 (ICAIIC, 2025)

BlackIceNet: Explainable AI-Enhanced Multimodal for Black Ice Detection to Prevent Accidents in Intelligent Vehicles. - Mohtasin Golam; Adnan Md Tayeb; Mst Ayesha Khatun; Md Facklasur Rahaman; Ali Aouto; Oroceo Paul Angelo; Dong-Seong Kim 002; Jae-Min Lee; Jung-Hyeon Kim (IEEE Internet Things J., 2025)