Items where authors include "Hafeez, M."
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Zaidi, S.A.R. orcid.org/0000-0003-1969-3727, Hafeez, M. orcid.org/0000-0002-3735-1627, Qazzaz, M.M.H. et al. (3 more authors) (2026) Reasoning and Acting (ReAct) with Multimodal LLMs: A Framework for Intent Driven 6G Networks. IEEE Open Journal of the Communications Society, 7. ISSN 2644-125X
Qazzaz, M.M.H. orcid.org/0000-0002-7048-2960, Salama, A., Hafeez, M. orcid.org/0000-0002-3735-1627 et al. (1 more author) (2026) OREO: Open RAN Energy Optimisation via Deep Reinforcement Learning for 6G Networks. IEEE Open Journal of the Communications Society, 7. pp. 4165-4182. ISSN 2644-125X
Nezami, Z. orcid.org/0000-0002-5962-5908, Hafeez, M., Djemame, K. et al. (1 more author) (2025) Generative AI on the Edge: Architecture and Performance Evaluation. ICC 2025 - IEEE International Conference on Communications. pp. 4595-4602. ISSN 1550-3607
Nezami, Z., Zaidi, S.A.R. orcid.org/0000-0003-1969-3727, Hafeez, M. et al. (2 more authors) (2025) Toward standardization of GenAI-driven agentic architectures for radio access networks. Frontiers in Robotics and AI, 8. 1621963. ISSN 2296-9144
Wang, S., Zaidi, S. A. R., Hafeez, M. et al. (1 more author) (2025) Deep Transfer Learning: A Smarter Approach to Wireless Communication Networks. IEEE Communications Standards Magazine. ISSN 2471-2825 (In Press)
Hayajneh, A.M., Hafeez, M. orcid.org/0000-0002-3735-1627, Zaidi, S.A.R. orcid.org/0000-0003-1969-3727 et al. (1 more author) (2024) TinyML Empowered Transfer Learning on the Edge. IEEE Open Journal of the Communications Society, 5. pp. 1656-1672. ISSN 2644-125X
Shah, S.D.A., Hafeez, M. orcid.org/0000-0002-3735-1627, Salama, A. et al. (1 more author) Proactive AI-and-RAN Workload Orchestration in O-RAN Architectures for 6G Networks. IEEE Open Journal of the Communications Society. ISSN 2644-125X
Proceedings Paper
Fan, Y. orcid.org/0000-0001-8038-7337, Salama, A., Qazzaz, M.M.H. et al. (5 more authors) (2026) Intent-Driven Agentic AI for Safe Energy-Efffcient Open RAN Optimization via a 5G Network-in-a-Box Digital Twin. In: 2026 IEEE International Conference on Communications Workshops (ICC Workshops). 2026 IEEE International Conference on Communications (ICC), 24 May - 28 Jun 2026, Glasgow, Scotland, UK. IEEE . (In Press)
Ahmad, S. orcid.org/0009-0006-0194-0223, Zaidi, S.A. and Hafeez, M. (2026) Vision-Language Models on the Edge for Real-Time Robotic Perception. In: Proceedings of IEEE International Conference on Communications. IEEE International Conference on Communications, 24-28 May 2026, Glasgow, Scotland. Institute of Electrical and Electronics Engineers . (In Press)
Ahmad, S. orcid.org/0009-0006-0194-0223, Nezami, Z. orcid.org/0000-0002-5962-5908, Hafeez, M. orcid.org/0000-0002-3735-1627 et al. (1 more author) (2025) Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN). In: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 01-04 Sep 2025, Istanbul, Turkiye. Institute of Electrical and Electronics Engineers (IEEE) .
Nezami, Z. orcid.org/0000-0002-5962-5908, Bano, S. orcid.org/0000-0002-3457-2627, Salama, A. et al. (2 more authors) (2025) Safety and Risk Pathways in Cooperative Generative Multi-Agent Systems: A Telecom Perspective. In: OpenRan '25: Proceedings of the 2nd ACM Workshop on Open and AI RAN. 2nd ACM Workshop on Open and AI RAN (OpenRan) / ACM MobiCom '25: The 31st Annual International Conference on Mobile Computing and Networking, 04-08 Nov 2025, Hong Kong, China. Association for Computing Machinery (ACM) , pp. 50-55. ISBN 979-8-4007-1977-6
Shah, S.D.A., Nezami, Z., Hafeez, M. et al. (1 more author) (2025) The Interplay of AI-and-RAN: Dynamic Resource Allocation for Converged 6G Platform. In: IEEE Conference on Computer Communications Workshops, INFOCOM Wksps. The First Workshop on Shaping the Future of Telecoms - Networks for Joint Intelligence, Sustainability, Security, and Resilience (2025) (IEEE INFOCOM 2025), 19 May 2025, London, UK. IEEE . ISBN 979-8-3315-4370-9
Qazzaz, M.M.H., Salama, A., Hafeez, M. et al. (1 more author) (2025) ORAN-MAP: A Hybrid Approach to Mobility-Aware Power Optimisation in Open Radio Access Networks (ORAN). In: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). The First Workshop on Shaping the Future of Telecoms - Networks for Joint Intelligence, Sustainability, Security, and Resilience (2025) (IEEE INFOCOM 2025), 19 May 2025, London, UK. IEEE , pp. 1-6. ISBN 979-8-3315-4370-9
Bano, S. orcid.org/0000-0002-3457-2627, Nezami, Z., Hafeez, M. et al. (2 more authors) (2025) Cache-Enhanced RAG and Graph-RAG for O-RAN. In: Proceedings of the 2025 IEEE Globecom Workshops (GC Wkshps). IEEE Globecom: IEEE Global Communications Conference, 08 Dec 2025 - 12 Jan 2026, Taipei, Taiwan. IEEE . (In Press)
Chyad, A., Shah, S.D.A., Qazzaz, M.M.H. et al. (2 more authors) (2025) Modelling 6Dof Vr Gaming Traffic for Next-Generation Networks. In: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). European Conference on Networks and Communications (EuCNC), 03-06 Jun 2025, Poznan, Poland. Institute of Electrical and Electronics Engineers (IEEE) , pp. 157-162. ISBN 979-8-3503-9181-7
Preprint
Nezami, Z. orcid.org/0000-0002-5962-5908, Bano, S. orcid.org/0000-0002-3457-2627, Salama, A. et al. (2 more authors) (2025) Safety and Risk Pathways in Cooperative Generative Multi-Agent Systems: A Telecom Perspective. [Preprint]