Publications

papers and codes available

  1. Contrastive Learning and Adversarial Disentanglement for Privacy-Preserving Task-Oriented Semantic Communications
    O. Erak, O. Alhussein, W. Tong CoRR abs/2410.22784. Download pre-print Code available

  2. TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network
    N. Alabbasi, O. Erak, O. Alhussein, I. Lotfi, S. Muhaidat, M. Debbah CoRR abs/2411.02617. Download pre-print Code available

  3. Encoder decoder-based Virtual Physically Unclonable Function for Internet of Things device authentication using split-learning
    R. Khan, H. B. Eldeeb, B. Mefgouda, O. Alhussein, H. Saleh, S. Muhaidat CoRR abs/2411.02617. Download pre-print Code available

  4. Leveraging fine-tuned retrieval-augmented generation with long-context support: for 3GPP standards
    O. Erak, N. Alabbasi, O. Alhussein, I. Lotfi, A. Hussein, S. Muhaidat, M. Debbah CoRR abs/2408.11775. Download pre-print Code available

  5. Layer-wise federated learning for mobile networks
    M. Hosseini, O. Alhussein, A. Akhavain
    CoRR abs/xxx. Download pre-print

  6. Reconfigurable Intelligent Surface-Aided Time Reversal Wireless Systems
    S. Naser, O. Alhussein, L. Bariah, D. Mi, and S. Muhaidat
    in Proc. IEEE/CIC ICCC, 2024.
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  7. Performance Analysis of LoRa-Enabled Backscatter Communication
    A. S. Ali, S. Naser, O. Alhussein, and S. Muhaidat
    in Proc. IEEE/CIC ICCC, 2024.
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  8. Active ML for 6G: Towards Efficient Data Generation, Acquisition, and Annotation
    O. Alhussein, N. Zhang, S. Muhaidat, and W. Zhuang
    CoRR abs/2406.03630v1, June 2024.
    Download pre-print Code available

  9. Large language model-driven curriculum design for mobile networks
    O. Erak, O. Alhussein, S. Naser, N. Alabbasi, D. Mi, and S. Muhaidat
    CoRR abs/2405.18039, May 2024. (Accepted to Proc. IEEE/CIC ICCC) Download paper Code available

  10. Dynamic Encoding and Decoding of Information for Split Learning in Mobile-Edge Computing: Leveraging Information Bottleneck Theory
    O. Alhussein, M. Wei, A. Akhavain
    in Proc. IEEE Globecom, 2023, pp. 1–6.
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  11. A holistic and proactive approach to forecasting cyber threats
    Z. Almahmoud, PD. Yoo, O. Alhussein, I. Farhat, E. Damiani
    Sci. Rep., vol. 13, no. 1, p. 8049, May 2023.
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  12. Dynamic topology design of NFV-enabled services using deep reinforcement learning
    O. Alhussein and W. Zhuang
    IEEE Transactions on Cognitive Communications and Networking, to appear. DOI: 10.1109/TCCN.2021.3139632
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  13. Securing Software-defined WSNs Communication via Trust Management
    M. Ben-Yahya, O. Alhussein and X. Shen
    IEEE Internet of Things J., pp. 1–1, 2021.
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  14. On the Orchestration and Provisioning of NFV-enabled Multicast Services
    O. Alhussein
    Doctoral Dissertation, UWSpace, 2020.
    Download thesis
    Download defense slides

  15. Robust online composition, routing and NF placement for NFV-enabled services
    O. Alhussein and W. Zhuang
    IEEE J. Sel. Areas Commun., vol. 38, no. 6, pp. 1089–1101, 2020.
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  16. A virtual network customization framework for multicast services in NFV-enabled core networks
    O. Alhussein, P. T. Do, J. Li, W. Shi, W. Zhuang, and X. Shen
    IEEE J. Sel. Areas Commun., vol. 38, no. 6, pp. 1025–1039, 2020.
    Download Pre-print

  17. Semiparametric subsampling and data condensation for large-scale data analytics
    O. Alhussein, P. D. Yoo, S. Muhaidat, and J. Liang
    In Proc. IEEE CCECE, 2019, pp. 1-6.
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  18. Censor-based cooperative Multi-antenna spectrum sensing with imperfect reporting channels
    M. Li, O. Alhussein, P. Sofotasios, S. Muhaidat, P. D. Yoo, J. Liang, and A. Wang
    IEEE Trans. Veh. Technol., early-access. doi: 10.1109/TSUSC.2019.2896667
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  19. Joint VNF placement and multicast traffic routing in 5G core networks
    O. Alhussein, P. T. Do, J. Li, Q. Ye, W. Shi, W. Zhuang, X. Shen, X. Li, and J. Rao
    In Proc. IEEE Globecom, 2018, pp. 1–6.
    Download Paper
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  20. Evaluation of Parametric Statistical Models for Wind Speed Probability Density Estimation
    M. Wahbah, O. Alhussein, T. H. M. El-Fouly, B. Zahawi and S. Muhaidat
    In Proc. IEEE EPEC, 2018, pp. 1-6.
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  21. Unified analysis of diversity reception in the presence of impulsive noise
    O. Alhussein, I. Ahmed, J. Liang, and S. Muhaidat
    IEEE Trans. Veh. Technol., vol. 66, no. 2, pp. 1408–1417, Feb. 2017.
    Download Paper

  22. Software Defined Space- Air-Ground Integrated Vehicular Networks: Challenges and Solutions
    N. Zhang, S. Zhang, P. Yang, O. Alhussein, and W. Zhaung
    IEEE Comm. Magazine, vol. 55, no. 7, pp. 101–109, 2017.
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  23. Performance analysis of wireless fading channels: A unified approach
    O. Alhussein
    MASc Thesis, Dept. Applied Sciences, School of Engineering Science, Simon Fraser University, BC, Canada, 2015.
    Download Thesis
    Sample Code
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  24. Performance analysis of energy detection over mixture Gamma based fading channels with diversity reception
    O. Alhussein A. Hammadi, P. C. Sofotasios, S. Muhaidat, J. Liang, M. Alqutayri, G. K. Karagiannidis
    In Proc. IEEE Int. Conf. Wireless Mobile Comput., Netw. Commun., Abu Dhabi, UAE, Oct. 2015, pp. 1–7.
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    Presentation

  25. Optimal Cooperative Spectrum Sensing over Composite Fading Channels
    B. Selim, O. Alhussein, G. K. Karagiannidis, S. Muhaidat
    IEEE Int. Commun. Conf. (ICC’15 (02) WC). London.
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  26. A Unified Approach for Representing Wireless Channels using EM-Based Finite Mixture of Gamma Distributions
    O. Alhussein, S. Muhaidat, J. Liang, P. D. Yoo
    In Proc. Globecom Workshops, 2014, pp. 1008–1013.
    Download Paper
    Presentation

  27. Spectrum Sensing Techniques for OFDM-Based Cognitive Radio Networks
    O. Alhussein, R. Mahmoud, K. Eledlebi, and Z. Sead
    Terena Networking Conference (TNC2013), Maastricht, Netherlands, June 2013.

  28. A Mathematical Model to Decrease Obesity in the UAE
    S. Azzeh, O. Alhussain, S. A. Abusamra
    In Proc. ASME IMECE, 2011, pp. 385-390.