DSANet: Dilated spatial attention for real-time semantic segmentation in urban street scenes. - Mohammed A. M. Elhassan; Chenxi Huang; Chenhui Yang; Tewodros Legesse Munea (Expert Syst. Appl., 2021)

Real-Time Human Recognition at Night via Integrated Face and Gait Recognition Technologies. - Samah A. F. Manssor; Shaoyuan Sun; Mohammed A. M. Elhassan (Sensors, 2021)

PPANet: Point-Wise Pyramid Attention Network for Semantic Segmentation. - Mohammed A. M. Elhassan; YuXuan Chen; Yunyi Chen; Chenxi Huang; Jane Yang; Xingcong Yao; Chenhui Yang; Yinuo Cheng (Wirel. Commun. Mob. Comput., 2021)

SPFNet: Subspace Pyramid Fusion Network for Semantic Segmentation. - Mohammed A. M. Elhassan; Chenhui Yang; Chenxi Huang; Tewodros Legesse Munea (CoRR, 2022)

S2-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation. - Mohammed A. M. Elhassan; Chenhui Yang; Chenxi Huang; Tewodros Legesse Munea; Xin Hong (CoRR, 2022)

SimpleCut: A simple and strong 2D model for multi-person pose estimation. - Tewodros Legesse Munea; Chenhui Yang; Chenxi Huang; Mohammed A. M. Elhassan; Qingkai Zhen (Comput. Vis. Image Underst., 2022)

Enhancing Secrecy in UAV RSMA Networks: Deep Unfolding Meets Deep Reinforcement Learning. - Abuzar B. M. Adam; Mohammed A. M. Elhassan (CCCI, 2023)

Intelligent and Robust UAV-Aided Multiuser RIS Communication Technique With Jittering UAV and Imperfect Hardware Constraints. - Abuzar B. M. Adam; Xiaoyu Wan; Mohammed A. M. Elhassan; Mohammed Saleh Ali Muthanna; Ammar Muthanna; Neeraj Kumar 001; Mohsen Guizani (IEEE Trans. Veh. Technol., 2023)

Real-Time and Security-Aware Precoding in RIS-Empowered Multi-User Wireless Networks. - Abuzar B. M. Adam; Mohamed Amine Ouamri; Mohammed Saleh Ali Muthanna; Xingwang Li 001; Mohammed A. M. Elhassan; Ammar Muthanna (CoRR, 2024)

Optimizing Wireless Networks with Deep Unfolding: Comparative Study on Two Deep Unfolding Mechanisms. - Abuzar B. M. Adam; Mohammed A. M. Elhassan; Elhadj Moustapha Diallo (CoRR, 2024)

Adaptive Soft Actor-Critic Framework for RIS-Assisted and UAV-Aided Communication. - Abuzar B. M. Adam; Elhadj Moustapha Diallo; Mohammed A. M. Elhassan (CoRR, 2024)

P2AT: Pyramid pooling axial transformer for real-time semantic segmentation. - Mohammed A. M. Elhassan; Changjun Zhou; Amina Benabid; Abuzar B. M. Adam (Expert Syst. Appl., 2024)

CFNet: Cross-scale fusion network for medical image segmentation. - Amina Benabid; Jing Yuan; Mohammed A. M. Elhassan; Douaa Benabid (J. King Saud Univ. Comput. Inf. Sci., 2024)

Real-time semantic segmentation for autonomous driving: A review of CNNs, Transformers, and Beyond. - Mohammed A. M. Elhassan; Changjun Zhou; Ali Khan; Amina Benabid; Abuzar B. M. Adam; Atif Mehmood; Naftaly Wambugu (J. King Saud Univ. Comput. Inf. Sci., 2024)

Quantum Deep Reinforcement Learning for Secure Multi-User UAV RSMA Networks. - Mohamed Amine Ouamri; Abuzar B. M. Adam; Mohammed A. M. Elhassan (NTMS, 2025)

Advancing road safety: A lightweight feature fusion model for robust road crack segmentation. - Ali Khan; Somaiya Khan; Mohammed A. M. Elhassan; Hai Deng (Adv. Eng. Informatics, 2025)

Deep learning-based smoker classification and detection: An overview and evaluation. - Ali Khan; Mohammed A. M. Elhassan; Somaiya Khan; Hai Deng (Expert Syst. Appl., 2025)

VDXNet: A Novel Lightweight Deep Learning Model for Vehicle Detection With Aerial Images. - Ali Khan; Somaiya Khan; Mohammed A. M. Elhassan; Izhar Ahmed Khan; Hai Deng; Mohammed Alsuhaibani (IEEE Geosci. Remote. Sens. Lett., 2025)

CSNet: Cross-Stage Subtraction Network for Real-Time Semantic Segmentation in Autonomous Driving. - Mohammed A. M. Elhassan; Changjun Zhou; Donglin Zhu; Abuzar B. M. Adam; Amina Benabid; Ali Khan; Atif Mehmood; Jun Zhang 003; Hu Jin; Sang-Woon Jeon (IEEE Trans. Intell. Transp. Syst., 2025)

SDRNET: Stacked Deep Residual Network for Accurate Semantic Segmentation of Fine-Resolution Remotely Sensed Images. - Naftaly Wambugu; Ruisheng Wang; Bo Guo; Tianshu Yu 001; Sheng Xu; Mohammed A. M. Elhassan (CoRR, 2025)