Energy Efficient Resource Allocation and Mode Selection for Content Fetching in Cellular D2D Networks. - Elhadj Moustapha Diallo; Rong Chai; Tazeem Ahmad (WTS, 2021)

OHDRL-Based Energy Consumption Optimization for Joint Content Fetching and Trajectory Design of UAVs. - Elhadj Moustapha Diallo; Rong Chai; Abuzar B. M. Adam; Chengchao Liang; Qianbin Chen (APCC, 2024)

Content Fetching Delay Optimization-Based Caching and Resource Allocation for UAV-Enabled Networks. - Gezahegn Abdissa Bayessa; Rong Chai; Chengchao Liang; Elhadj Moustapha Diallo; Qianbin Chen (IEEE Access, 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)

Generative Model for Joint Resource Management in Multi-Cell Multi-Carrier NOMA Networks. - 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)

Multi-Modal Deep Reinforcement Learning Framework for Interference-Limited RIS-Assisted UAV Wireless Network. - Mamadou Aliou Diallo; Mohamed Amine Ouamri; Muhammad Imran Khalid; Asma Komal; Elhadj Moustapha Diallo; Abuzar B. M. Adam (NTMS, 2025)

System Cost Optimization-Based Task Offloading Algorithm in UAV-Assisted LEO Satellite Networks. - Elhadj Moustapha Diallo; Rong Chai; Jinhong Li; Chengchao Liang; Amayika Kakati; Qianbin Chen (WCNC, 2025)

Toward Proactive, Secure and Efficient Space-Air-Ground Communications: Generative AI-Based DRL Framework. - Amayika Kakati; Guoquan Li; Elhadj Moustapha Diallo; Lilian Chiru Kawala; Nasir Hussain; Abuzar B. M. Adam (IEEE Open J. Commun. Soc., 2025)

Generative AI-driven reinforcement learning for beamforming and scheduling in multi-cell MIMO-NOMA systems. - Abuzar B. M. Adam; Elhadj Moustapha Diallo; Mohammed Saleh Ali Muthanna; Reem Ibrahim Alkanhel; Ammar Muthanna; Mohammad Hammoudeh (Phys. Commun., 2025)