FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network. - Abegaz Mohammed Seid; Hayla Nahom Abishu; Abdullatif Albaseer; Aiman Erbad; Mohamed Abdallah 001; Mohsen Guizani (GLOBECOM, 2022)

Graph Computing Systems and Partitioning Techniques: A Survey. - Tewodros Ayall; Huawen Liu; Changjun Zhou; Abegaz Mohammed Seid; Fantahun Bogale Gereme; Hayla Nahom Abishu; Yasin Habtamu Yacob (IEEE Access, 2022)

Blockchain-Enabled Task Offloading With Energy Harvesting in Multi-UAV-Assisted IoT Networks: A Multi-Agent DRL Approach. - Abegaz Mohammed Seid; Jianfeng Lu 002; Hayla Nahom Abishu; Tewodros Ayall (IEEE J. Sel. Areas Commun., 2022)

Consensus Mechanism for Blockchain-Enabled Vehicle-to-Vehicle Energy Trading in the Internet of Electric Vehicles. - Hayla Nahom Abishu; Abegaz Mohammed Seid; Yasin Habtamu Yacob; Tewodros Ayall; Guolin Sun; Guisong Liu (IEEE Trans. Veh. Technol., 2022)

Hierarchical DRL-empowered Network Slicing in Space-Air-Ground Networks. - Abegaz Mohammed Seid; Hayla Nahom Abishu; Aiman Erbad; Carla-Fabiana Chiasserini (GLOBECOM, 2023)

HDFRL-empowered Energy Efficient Resource Allocation for Aerial MEC-enabled Smart City Cyber Physical System in 6G. - Abegaz Mohammed Seid; Hayla Nahom Abishu; Aiman Erbad; Mohsen Guizani (IWCMC, 2023)

Multiagent Federated Reinforcement Learning for Resource Allocation in UAV-Enabled Internet of Medical Things Networks. - Abegaz Mohammed Seid; Aiman Erbad; Hayla Nahom Abishu; Abdullatif Albaseer; Mohamed Abdallah 001; Mohsen Guizani (IEEE Internet Things J., 2023)

Blockchain-Based Resource Trading in Multi-UAV-Assisted Industrial IoT Networks: A Multi-Agent DRL Approach. - Mohammed Seid Abegaz; Hayla Nahom Abishu; Yasin Habtamu Yacob; Tewodros Alemu Ayall; Aiman Erbad; Mohsen Guizani (IEEE Trans. Netw. Serv. Manag., 2023)

Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-Agent Deep Reinforcement Learning Approach. - Abegaz Mohammed Seid; Aiman Erbad; Hayla Nahom Abishu; Abdullatif Albaseer; Mohamed M. Abdallah 001; Mohsen Guizani (IEEE Trans. Cogn. Commun. Netw., 2023)

An Explainable AI-Based Demand Response Optimization Framework for Smart Buildings. - Muhammad Ibrar; Hayla Nahom Abishu; Abegaz Mohammed Seid; Sergio Márquez Sánchez; Javier Hernandez Fernandez; Juan Manuel Corchado; Aiman Erbad (DCAI (1), 2024)

Resource Allocation and QoE Maximization in Aerial MEC-empowered Metaverse Service: A CCM-Multi-agent DRL approach. - Abegaz Mohammed Seid; Hayla Nahom Abishu; Gordon Owusu Boateng; Aiman Erbad; Mounir Hamdi; Mohsen Guizani (GLOBECOM, 2024)

Optimizing Building Energy Management Leveraging Adaptive Edge Computing for Enhanced Efficiency and Occupant Well-Being. - Sergio Márquez Sánchez; Sergio Alonso-Rollán; Hayla Nahom Abishu; Aiman Erbad; Javier Hernandez Fernandez (ISAmI, 2024)

Multi-Agent DRL-based Multi-Objective Demand Response Optimization for Real-Time Energy Management in Smart Homes. - Hayla Nahom Abishu; Abegaz Mohammed Seid; Sergio Márquez Sánchez; Javier Hernandez Fernandez; Juan Manuel Corchado; Aiman Erbad (IWCMC, 2024)

Survey on Demand Response in the Landscape of Adaptive and Intelligent Building Energy Management Systems. - Muhammad Ibrar; Hayla Nahom Abishu; Abegaz Mohammed Seid; Sergio Márquez Sánchez; Javier Hernandez Fernandez; Juan Manuel Corchado; Aiman Erbad (IWCMC, 2024)

AI-Native Blockchain for Multi-Domain Resource Trading in 6G. - Guolin Sun; Hayla Nahom Abishu; Yasin Habtamu Yacob; Chen Huan; Wei Jiang 002 (IEEE Commun. Mag., 2024)

Multi-Agent Deep Reinforcement Learning-Based Task Scheduling and Resource Sharing for O-RAN-Empowered Multi-UAV-Assisted Wireless Sensor Networks. - Mesfin Leranso Betalo; Supeng Leng; Hayla Nahom Abishu; Fayaz Ali Dharejo; Abegaz Mohammed Seid; Aiman Erbad; Rizwan Ali Naqvi; Longyu Zhou; Mohsen Guizani (IEEE Trans. Veh. Technol., 2024)

ASMCC+: A Secure Authentication Scheme for Mobile Cloud Computing Environment Based on Zero Trust Architecture. - Md Jakir Hossain; Abegaz Mohammed Seid; Hayla Nahom Abishu; Fayaz Ali Dharejo; Rutvij H. Jhaveri; Aiman Erbad; Moath Alathbah (IEEE Trans. Consumer Electron., 2024)

Multi-Agent DRL-Based Energy Harvesting for Freshness of Data in UAV-Assisted Wireless Sensor Networks. - Mesfin Leranso Betalo; Supeng Leng; Hayla Nahom Abishu; Abegaz Mohammed Seid; Maged Fakirah; Aiman Erbad; Mohsen Guizani (IEEE Trans. Netw. Serv. Manag., 2024)

Multiagent DRL-Based Consensus Mechanism for Blockchain-Based Collaborative Computing in UAV-Assisted 6G Networks. - Hayla Nahom Abishu; Guolin Sun; Yasin Habtamu Yacob; Gordon Owusu Boateng; Daniel Ayepah-Mensah; Guisong Liu (IEEE Internet Things J., 2025)

Dynamic Charging and Path Planning for UAV-Powered Rechargeable WSNs Using Multi-Agent Deep Reinforcement Learning. - Mesfin Leranso Betalo; Supeng Leng; Abegaz Mohammed Seid; Hayla Nahom Abishu; Aiman Erbad; Xiaoshan Bai (IEEE Trans Autom. Sci. Eng., 2025)

A Multi-Agent DRL-Based Framework for Optimal Resource Allocation and Twin Migration in the Multi-Tier Vehicular Metaverse. - Hayla Nahom Abishu; Abegaz Mohammed Seid; Aiman Erbad; Tilahun Melkamu Getu; Ala I. Al-Fuqaha; Mohsen Guizani (CoRR, 2025)

Blockchain-Empowered Multi-Domain Resource Trading in TN-NTN 6G Networks: A Hierarchical Multi-Agent DRL Approach. - Abegaz Mohammed Seid; Hayla Nahom Abishu; Rajkumar Singh Rathore; Aiman Erbad; Rutvij H. Jhaveri; Jianfeng Lu 002 (IEEE Trans. Consumer Electron., 2025)

Multiagent DRL-Based Demand Response Optimization for IoT-Based Smart Home Energy Management Systems. - Hayla Nahom Abishu; Abegaz Mohammed Seid; Aiman Erbad; Sergio Márquez Sánchez; Javier Hernandez Fernandez; Juan Manuel Corchado (IEEE Internet Things J., 2025)

AI-Native Collaborative Content Sharing in Blockchain-Empowered UAV-Assisted D2D Networks. - Yasin Habtamu Yacob; Guolin Sun; Hayla Nahom Abishu; Daniel Ayepah-Mensah; Mohamed Basher Omer; Guisong Liu (IEEE Internet Things J., 2025)