An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network. - Adnan Hussain; Sareer Ul Amin; Muhammad Fayaz 003; Sanghyun Seo (Comput. Syst. Sci. Eng., 2023)

Enhancing land cover classification via deep ensemble network. - Muhammad Fayaz 003; Lien Minh Dang; Hyeonjoon Moon (Knowl. Based Syst., 2024)

Transformer-based detection of abnormal rice growth using drone-based multispectral imaging. - Yanfen Li; Lien Minh Dang; Hanxiang Wang; Muhammad Fayaz 003; Sufyan Danish; Junliang Shang; Hyoung-Kyu Song 001; Hyeonjoon Moon (Comput. Electron. Agric., 2025)

Enhancing pine wilt disease detection with synthetic data and external attention-based transformers. - Sareer Ul Amin; Yonghoon Jung; Muhammad Fayaz 003; Bumsoo Kim 001; Sanghyun Seo (Eng. Appl. Artif. Intell., 2025)

DLAN: A dual attention network for effective land cover classification in remote sensing. - Muhammad Fayaz 003; Lien Minh Dang; Hyeonjoon Moon (Knowl. Based Syst., 2025)

End-to-end plant disease detection using transformers with collaborative hybrid assignment training. - Yanfen Li; Muhammad Fayaz 003; Sufyan Danish; Lilia Tightiz; Hanxiang Wang; Tan N. Nguyen; Lien Minh Dang (Appl. Soft Comput., 2026)

Hierarchical optimization of task-adaptive networks for integrated registration and few-shot medical image segmentation. - Muhammad Fayaz 003; Zeeshan Ali Haider; Lien Minh Dang; Hyeonjoon Moon (Biomed. Signal Process. Control., 2026)

SwinHCAD: A Robust Multi-Modality Segmentation Model for Brain Tumors Using Transformer and Channel-Wise Attention. - Seyong Jin; Muhammad Fayaz 003; Lien Minh Dang; Hyoung-Kyu Song 001; Hyeonjoon Moon (Comput. Mater. Continua, 2026)

Efficient transformer-based semantic segmentation of colonic polyps using SegFormer. - Gul E. Arzu; Muhammad Fayaz 003; Usman Ali 006; Lien Minh Dang; Hyeonjoon Moon (Neurocomputing, 2026)

PolySAGN: Hierarchical multi-scale representation learning with scale-specific attention for accurate polyp segmentation. - Wenqi Zhang; Yue Zhang; Muhammad Fayaz 003; Lien Minh Dang; Tan N. Nguyen; Hyeonjoon Moon (Neurocomputing, 2026)

TumorNet: A hybrid lightweight framework for brain tumor classification and reasoning. - Hanxiang Wang; Muhammad Zaqeem; Muhammad Fayaz 003; Defu Qiu; Sajjad Ahadzadeh; Tan N. Nguyen; Lien Minh Dang (Inf. Sci., 2026)

Automated Aging Building Defect Recognition and Analysis Using Transformers. - Lien Minh Dang; Muhammad Fayaz 003; Quoc Bao To; Gayoon Lee; Hyoung-Kyu Song 001; Kihak Lee; Hyeonjoon Moon (J. Comput. Civ. Eng., 2026)

A comprehensive approach for image quality assessment using quality-centric embedding and ranking networks. - Zeeshan Ali Haider; Sareer Ul Amin; Muhammad Fayaz 003; Khan Muhammad 001; Hyeonjoon Moon; Sanghyun Seo (Pattern Recognit., 2026)

D2VAuth: Efficient Drone-to-Vehicle Authentication Using Blockchain and Hyperelliptic Curve Cryptography. - Zeeshan Ali Haider; Muhammad Fayaz 003; Inam Ullah 001; Muneera Altayeb; Fahad Alblehai; Amr Tolba (IEEE Trans. Consumer Electron., 2026)