A Survey of Deep Learning Based NOMA: State of the Art, Key Aspects, Open Challenges and Future Trends. - Syed Agha Hassnain Mohsan; Yanlong Li 001; Alexey V. Shvetsov; José Varela Aldás; Samih Mohemmed Mostafa; Abdelrahman Elfikky (Sensors, 2023)

Learning-Based Autoencoder for Multiple Access and Interference Channels in Space Optical Communications. - Abdelrahman Elfikky; Morteza Soltani; Zouheir Rezki (IEEE Commun. Lett., 2023)

Adaptive Deep Neural Network for Non-Stationary Wireless Channels. - Abdulaziz Alatawi; Hamid R. Sadjadpour; Zouheir Rezki; Mohammad Moltafet; Abdelrahman Elfikky (WINCOM, 2024)

End-to-End Learning Framework for Space Optical Communications in Non-Differentiable Poisson Channel. - Abdelrahman Elfikky; Morteza Soltani; Zouheir Rezki (IEEE Wirel. Commun. Lett., 2024)

A survey of intelligent reflecting surfaces: Performance analysis, extensions, potential challenges, and open research issues. - Adil Khan 003; Syed Agha Hassnain Mohsan; Abdelrahman Elfikky; Ayman I. Boghdady; Shabeer Ahmad; Nisreen Innab (Veh. Commun., 2025)

Enhanced Learning-Based Hybrid Optimization Framework for RSMA-Aided Underlay LEO Communication With Non-Collaborative Terrestrial Primary Network. - Zain Ali; Wali Ullah Khan; Muhammad Asif 005; Asim Ihsan; Abdelrahman Elfikky; Khaled M. Rabie; Tauseef Ahmad Siddiqui; Symeon Chatzinotas; Octavia A. Dobre (IEEE Trans. Commun., 2025)

Hybrid Optimization for NOMA-Based Transmissive-RIS Mounted UAV Networks. - Zain Ali; Muhammad Asif 005; Wali Ullah Khan; Abdelrahman Elfikky; Asim Ihsan; Manzoor Ahmed; Ali Ranjha; Gautam Srivastava 001 (IEEE Trans. Consumer Electron., 2025)