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Professor Qiang Ni

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  1. 2024
  2. Published

    Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond

    Mu, R., Marcolino, L., Ni, Q. & Ruan, W., 31/03/2024, In: Neural Networks. 171, p. 127-143 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Energy-efficient secure dynamic service migration for edge-based 3-D networks

    Zheng, G., Navaie, K., Ni, Q., Pervaiz, H. & Zarakovitis, C., 1/03/2024, In: Telecommunication Systems. 85, 3, p. 477-490 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Intent-driven Closed-Loop Control and Management Framework for 6G Open RAN

    Zhang, J., Yang, C., Dong, R., Wang, Y., Anpalagan, A., Ni, Q. & Guizani, M., 15/02/2024, In: IEEE Internet of Things Journal. 11, 4, p. 6314-6327 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    New Signal and Algorithms for 5G/6G High Precision Train Positioning in Tunnel with Leaky Coaxial Cable

    Yin, L., Song, T., Ni, Q., Xiao, Q., Sun, Y. & Guo, W., 1/01/2024, In: IEEE Journal on Selected Areas in Communications. 42, 1, p. 223 - 238

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. 2023
  7. Published

    Novel modeling and optimization for joint Cybersecurity-vs-QoS Intrusion Detection Mechanisms in 5G networks

    Bozorgchenani, A., Zarakovitis, C. C., Chien, S. F., Ting, T. O., Ni, Q. & Mallouli, W., 31/12/2023, In: Computer Networks. 237, 110051.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    AoI-Minimal Online Scheduling for Wireless Powered IoT: A Lyapunov Optimization-based Approach

    Hu, H., Xiong, K., Yang, H.-C., Ni, Q., Gao, B., Fan, P. & Letaief, K. B., 1/12/2023, In: IEEE Transactions on Green Communications and Networking. 7, 4, p. 2081-2092

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Ensuring User Privacy and Model Security via Machine Unlearning: A Review

    Tang, Y., Cai, Z., Liu, Q., Zhou, T. & Ni, Q., 29/11/2023, In: Computers, Materials and Continua. 77, 2, p. 2645-2656 12 p.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  10. Published

    A Distributed Learning Architecture for Semantic Communication in Autonomous Driving Networks for Task Offloading

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 23/11/2023, In: IEEE Communications Magazine. 61, 11, p. 64-68 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Hyper-Dense_Lung_Seg: Multimodal-Fusion-Based Modified U-Net for Lung Tumour Segmentation Using Multimodality of CT-PET Scans

    Alshmrani, G., Ni, Q. & Jiang, R., 20/11/2023, In: Diagnostics. 13, 22, 23 p., 3481.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach

    Wang, J., Hu, J., Min, G., Ni, Q. & El-Ghazawi, T., 1/11/2023, In: IEEE Transactions on Mobile Computing. 22, 11, p. 6663-6675 13 p., 11.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing

    Qi, L., Xu, X., Wu, X., Ni, Q., Yuan, Y. & Zhang, X., 31/10/2023, In: IEEE Journal on Selected Areas in Communications. 41, 10

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    A Computational Model for Reputation and Ensemble-Based Learning Model for Prediction of Trustworthiness in Vehicular Ad Hoc Network

    Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 15/10/2023, In: IEEE Internet of Things Journal. 10, 20, p. 18248-18258 11 p., 20.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Cluster Control and Energy Consumption Minimization for Cooperative Prediction Based Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q., Pervaiz, H. & Min, G., 30/09/2023, In: IEEE Transactions on Communications. 71, 9, p. 5580 - 5594 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Computation Offloading for Tasks with Bound Constraints in Multi-access Edge Computing

    Li, K., Wang, X., He, Q., Ni, Q., Yang, M., Huang, M. & Dustdar, S., 30/09/2023, In: IEEE Internet of Things Journal. 10, 17, p. 15526-15536 11 p., 17.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Forthcoming

    Robust Federated Learning Method against Data and Model Poisoning Attacks with Heterogeneous Data Distribution

    Alharbi, E., Soriano Marcolino, L., Gouglidis, A. & Ni, Q., 15/07/2023, (Accepted/In press) 26th European Conference on Artificial Intelligence ECAI 2023- IOS Press. 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    Reinforcement learning-based allocation of fog nodes for cloud-based smart grid

    Jamshed, M. A., Ismail, M., Pervaiz, H., Atat, R., Bayram, I. S. & Ni, Q., 30/06/2023, In: e-Prime - Advances in Electrical Engineering, Electronics and Energy. 4, 11 p., 100144.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers

    Gu, X., Li, M., Shen, L., Tang, G., Ni, Q., Peng, T. & Shen, Q., 31/05/2023, In: IEEE Transactions on Fuzzy Systems. 31, 5, p. 1703-1715 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Privacy Preservation for Federated Learning with Robust Aggregation in Edge Computing

    Liu, W., Xu, X., Li, D., Qi, L., Dai, F., Dou, W. & Ni, Q., 15/04/2023, In: IEEE Internet of Things Journal. 10, 8, p. 7343-7355 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Filter pruning with uniqueness mechanism in the frequency domain for efficient neural networks

    Zhang, S., Gao, M., Ni, Q. & Han, J., 14/04/2023, In: Neurocomputing. 530, p. 116-124 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Towards reservation-based E-mobility service via hybrid of V2V and G2V charging modes

    Liu, S., Cao, Y., Ni, Q., Xu, L., Zhu, Y. & Zhang, X., 1/04/2023, In: Energy. 268, 13 p., 126737.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    A Reservation-Based Vehicle-to-Vehicle Charging Service Under Constraint of Parking Duration

    Liu, S., Ni, Q., Cao, Y., Cui, J., Tian, D. & Zhuang, Y., 31/03/2023, In: IEEE Systems Journal. 17, 1, p. 176-187 12 p., 1.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Efficient Matrix Polynomial Expansion Detector for Large-Scale MIMO: An Inverse-Transform-Sampling Approach

    Deng, Q., Liang, X., Ni, Q. & Wu, J., 31/03/2023, In: IEEE Systems Journal. 17, 1, p. 258-269 12 p., 1.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Futuristic 6G Pervasive On-Demand Services: Integrating Space Edge Computing With Terrestrial Networks

    Lai, Z., Li, H., Wu, Q., Ni, Q., Lv, M., Li, J., Wu, J., Liu, J. & Li, Y., 31/03/2023, In: IEEE Vehicular Technology Magazine. 18, 1, p. 2-11 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Artificial Intelligence-Based Image Reconstruction for Computed Tomography: A Survey

    Yan, Q., Ye, Y., Xia, J., Cai, Z., Wang, Z. & Ni, Q., 15/03/2023, In: Intelligent Automation and Soft Computing. 36, 3, p. 2545-2558 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

    Mu, R., Ruan, W., Soriano Marcolino, L., Jin, G. & Ni, Q., 7/02/2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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