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Security Lancaster (Secure Machine Learning and Intelligence)

  1. Published

    Quantum Bitcoin: The Intersection of Bitcoin, Quantum Computing and Blockchain

    Zhu, Y., Ni, Q., Jiang, R., Bouridane, A. & Li, C.-T., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & Edirisinghe, E. A. (eds.). Cham: Springer, p. 223-234 12 p. (Advanced Sciences and Technologies for Security Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  2. Published

    A Technical Review on Driverless Vehicle Technologies in Smart Cities: Advanced Sciences and Technologies for Security Applications

    Zhu, Y., Jiang, R. & Ni, Q., 9/09/2022, Big Data Privacy and Security in Smart Cities . Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & A. Edirisinghe, E. (eds.). 1 ed. London: Springer, p. 53–71 19 p. (Advanced Sciences and Technologies for Security Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  3. Published

    Efficient Pruning-Split LSTM Machine Learning Algorithm for Terrestrial-Satellite Edge Network

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 16/05/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops 2022). Institute of Electrical and Electronics Engineers Inc., p. 307-311 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  4. 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/MagazineJournal articlepeer-review

  5. Published

    Mobility-Aware Split-Federated With Transfer Learning for Vehicular Semantic Communication Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Min, G., Kaushik, A. & Zarakovitis, C., 15/05/2024, In: IEEE Internet of Things Journal. 11, 10, p. 17237-17248 12 p., 10.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Energy-Efficient Semantic Communication for Aerial-Aided Edge Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Kaushik, A. & Zarakovitis, C., 31/12/2024, In: IEEE Transactions on Green Communications and Networking. 8, 4, p. 1742-1751 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. E-pub ahead of print

    Privacy-Aware Anomaly Detection and Notification Enhancement for VANET Based on Collaborative Intrusion Detection System

    Zheng, G., Ni, Q. & Lu, Y., 24/10/2024, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 25, 12, p. 21172 - 21182 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. E-pub ahead of print

    Socially-Inspired Semantic Communication Codec Updating for NTN-Enabled Intelligent Transportation Systems

    Zheng, G., Ni, Q., Navaie, K. & Zarakovitis, C., 10/03/2025, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Secure Perception-Driven Control of Mobile Robots Using Chaotic Encryption

    Zhang, X., Yuan, Z., Xu, S., Lu, Y. & Zhu, M., 28/07/2021, 2021 American Control Conference (ACC). IEEE, p. 2575-2580 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  10. E-pub ahead of print

    Privacy-Preserving Decision-Making over Blockchain

    Zhang, J., Zhang, B., Nastenko, A., Balogun, H. & Oliynykov, R., 21/12/2022, (E-pub ahead of print) In: IEEE Transactions on Dependable and Secure Computing. p. 1-17 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. 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/MagazineJournal articlepeer-review

  12. 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/MagazineJournal articlepeer-review

  13. Published

    Privacy Preserving Decision-Making over Blockchain

    Zhang, J., 2024, Lancaster University. 301 p.

    Research output: ThesisDoctoral Thesis

  14. Published

    SANCUS: Multi-layers Vulnerability Management Framework for Cloud-native 5G networks

    Zarakovitis, C., Klonidis, D., Salazar, Z., Prudnikova, A., Bozorgchenani, A., Ni, Q., Klitis, C., Guirgis, G., Cavalli, A., Sgouros, N., Makri, E., Lalas, A., Votis, K., Amponis, G. & Mallouli, W., 17/08/2021, ARES 21: Proceedings of the 16th International Conference on Availability, Reliability and Security. New York: ACM, 10 p. 108

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  15. Published

    Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification

    Yue, J., Fang, L., Rahmani, H. & Ghamisi, P., 1/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5501813.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  17. Published

    Intelligent Multisensor Cooperative Localization Under Cooperative Redundancy Validation

    Yin, L., Ni, Q. & Deng, Z., 30/04/2021, In: IEEE Transactions on Cybernetics. 51, 4, p. 2188-2200 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Design and Performance Analysis of Multi-scale NOMA for Future Communication-Positioning Integration System

    Yin, L., Cao, J., Ni, Q., Ma, Y. & Li, S., 30/04/2022, In: IEEE Journal on Selected Areas in Communications. 40, 4, p. 1333-1345 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. 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/MagazineJournal articlepeer-review

  20. Published

    Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems

    Yeung, G.-F., Borowiec, D., Yang, R., Friday, A., Harper, R. H. R. & Garraghan, P., 31/01/2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 1, p. 88-100 13 p., 21015055.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems

    Yang, Z.-X., Rong, H.-J., Wong, P. K., Angelov, P. & Wang, H., 1/05/2021, In: IEEE Transactions on Industrial Electronics. 68, 5, p. 4508-4518 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. 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/MagazineJournal articlepeer-review

  23. Published

    Biometric Blockchain (BBC) Based e-Passports for Smart Border Control: Advanced Sciences and Technologies for Security Applications

    Xu, B., Ni, Q., Jiang, R., Bouridane, A. & Li, C.-T., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & A. Edirisinghe, E. (eds.). 1 ed. London: Springer, p. 235-248 14 p. (Advanced Sciences and Technologies for Security Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  24. Published

    PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things. An Efficient Blockchain Consensus Mechanism for the Agricultural Internet of Things

    Xiong, S., Wang, Z., Ni, Q. & Han, X., 1/05/2024, In: IEEE Internet of Things Journal. 11, 9, p. 15193-15204 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. E-pub ahead of print

    SFOM-DT: A Secure and Fair One-to-Many Data Trading Scheme Based on Blockchain

    Xiong, S., Chen, P., Ge, S. & Ni, Q., 7/10/2024, (E-pub ahead of print) In: IEEE Transactions on Information Forensics and Security.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Resolving Multi-task Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game

    Wu, H., Zhang, J., Cai, Z., Ni, Q., Zhou, T., Yu, J., Chen, H. & Liu, F., 31/12/2021, In: IEEE Internet of Things Journal. 8, 23, p. 16972-16983 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    6G-Enabled Short-Term Forecasting for Large-Scale Traffic Flow in Massive IoT Based on Time-Aware Locality-Sensitive Hashing

    Wang, F., Zhu, M., Wang, M., Khosravi, M. R., Ni, Q., Yu, S. & Qi, L., 1/04/2021, In: IEEE Internet of Things Journal. 8, 7, p. 5321-5331 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    A Novel Wireless Leaf Area Index Sensor Based on a Combined U-Net Deep Learning Model

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/08/2022, In: IEEE Sensors Journal. 22, 16, p. 16573 - 16585 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. 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/MagazineJournal articlepeer-review

  30. Forthcoming

    User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits

    Wang, W., Yu, W., Foh, C. H., Gao, D. & Ni, Q., 19/09/2022, (Accepted/In press) Proceedings of 2022 IEEE Globecom Workshops (GC Wkshps). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  31. Published

    Cross-layer Framework for Energy Harvesting-LPWAN Resource Management based on Fuzzy Cognitive Maps and Adaptive Glowworm Swarm Optimization for Smart Forest

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/05/2024, In: IEEE Sensors Journal. 24, 10, p. 17067 - 17079

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    BCDM: An Early-Stage DDoS Incident Monitoring Mechanism Based on Binary-CNN in IPv6 Network

    Wang, Y., Wang, X., Ni, Q., Yu, W. & Huang, M., 31/10/2024, In: IEEE Transactions on Network and Service Management. 21, 5, p. 5873-5887 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

    Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  34. Published

    Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization

    Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization

    Trawicki, S., Hackett, W., Birch, L., Suri, N. & Garraghan, P., 20/10/2023. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  36. Published

    CoPace: Edge Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning

    Tian, H., Xu, X., Qi, L., Zhang, X., Dou, W., Yu, S. & Ni, Q., 31/12/2021, In: IEEE Transactions on Vehicular Technology. 70, 12, p. 13281-13293 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Human Action Recognition from Various Data Modalities: A Review

    Sun, Z., Ke, Q., Rahmani, H., Bennamoun, M., Wang, G. & Liu, J., 1/03/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 3, p. 3200-3225 26 p., 3.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Optimizing Computation Efficiency for NOMA-Assisted Mobile Edge Computing with User Cooperation

    Su, B., Ni, Q., Yu, W. & Pervaiz, H., 30/06/2021, In: IEEE Transactions on Green Communications and Networking. 5, 2, p. 858-867 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    Low-Latency Driven Performance Analysis for Single-Cluster NOMA Networks

    Song, Z., Yu, W., Xiao, L., Musavian, L., Ni, Q. & Sun, X., 2/02/2022, 2021 IEEE Global Communications Conference (GLOBECOM). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  40. Published

    Novel Frequency-Efficient Communication-Positioning Integrated Signal and Ranging Methodology for Future Aviation

    Song, T., Yin, L., Zhu, D., Sun, Y. & Ni, Q., 31/05/2025, In: IEEE Wireless Communications Letters. 14, 5, p. 1561-1565 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Unpublished

    Autonomous/uncrewed fleet: Implications for the Royal Navy

    Soare, S., Germond, B. & Burton, J., 29/10/2023, (Unpublished) 9 p.

    Research output: Book/Report/ProceedingsCommissioned report

  42. Published

    On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems

    Shinde, S. S., Bozorgchenani, A., Tarchi, D. & Ni, Q., 28/02/2022, In: IEEE Transactions on Vehicular Technology. 71, 2, p. 2041-2057 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Network-assisted Unmanned Aerial Vehicle Communication for Smart Monitoring of Lock-down

    Sharma, N., Awais, M., Pervaiz, H., Malik, H. & Ni, Q., 23/07/2021, Autonomous Airborne Wireless Networks. Imran, M. A., Onireti, O., Ansari, S. & Abbasi, Q. H. (eds.). Chichester: John Wiley and Sons, p. 195-216 22 p. (Wiley - IEEE).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  44. Published

    TRACTOR: Traffic‐aware and power‐efficient virtual machine placement in edge‐cloud data centers using artificial bee colony optimization

    Shahab Nabavi, S., Singh Gill, S., Xu, M., Masdari, M. & Garraghan, P., 31/01/2022, In: International Journal of Communication Systems. 35, 1, 21 p., e4747.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection

    Runge, V., Hocking, T. D., Romano, G., Afghah, F., Fearnhead, P. & Rigaill, G., 27/03/2023, In: Journal of Statistical Software. 106, 6, p. 1–39 39 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise

    Romano, G., Rigaill, G., Runge, V. & Fearnhead, P., 31/12/2022, In: Journal of the American Statistical Association. 117, 540, p. 2147-2162

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Novel Methods for Efficient Changepoint Detection

    Romano, G., 11/11/2021, Lancaster University. 126 p.

    Research output: ThesisDoctoral Thesis

  48. Published

    Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics

    Romano, G., Eckley, I. A., Fearnhead, P. & Rigaill, G., 31/03/2023, In: Journal of Machine Learning Research. 24, p. 1-36 36 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning

    Romano, G., Eckley, I. & Fearnhead, P., 31/01/2024, In: IEEE Transactions on Signal Processing. 72, p. 594 - 606 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Recent Advances of Continual Learning in Computer Vision: An Overview

    Rahmani, H., 2021, In: arxiv.org.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. E-pub ahead of print

    Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. Springer, (European Conference on Computer Vision (ECCV)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  52. E-pub ahead of print

    ERA: Expert Retrieval and Assembly for Early Action Prediction

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  53. E-pub ahead of print

    IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  54. Forthcoming

    DiffPose: Toward More Reliable 3D Pose Estimation

    Rahmani, H. & Liu, J., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  55. Forthcoming

    Token Boosting for Robust Self-Supervised Visual Transformer Pre-training

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  56. Forthcoming

    Unified Pose Sequence Modeling

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  57. Published

    Joint Radio Resource Allocation and Beamforming Optimization for Industrial Internet of Things in Software-Defined Networking-Based Virtual Fog-Radio Access Network 5G-and-Beyond Wireless Environments

    Rahimi, P., Chrysostomou, C., Pervaiz, H., Vassiliou, V. & Ni, Q., 30/06/2022, In: IEEE Transactions on Industrial Informatics. 18, 6, p. 4198-4209 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  58. E-pub ahead of print

    Joint Resource Allocation and Beamforming Design for BD-RIS-Assisted Wireless-Powered Cooperative Mobile Edge Computing

    Qin, X., Yu, W., Ni, Q., Song, Z., Hou, T. & Sun, X., 19/03/2025, (E-pub ahead of print) In: IEEE Communications Letters.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  59. Published

    Data-Driven Web APIs Recommendation for Building Web Applications

    Qi, L., He, Q., Chen, F., Zhang, X., Dou, W. & Ni, Q., 1/06/2022, In: IEEE Transactions on Big Data. 8, 3, p. 685-698 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  60. 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/MagazineJournal articlepeer-review

  61. Published

    The Multi-Modal Video Reasoning and Analyzing Competition

    Peng, H., Huang, H., Xu, L., Li, T., Liu, J., Rahmani, H., Ke, Q., Guo, Z., Wu, C., Li, R., Ye, M., Wang, J., Zhang, J., Liu, Y., He, T., Zhang, F., Liu, X. & Lin, T., 24/11/2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 806-813 8 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  62. Published

    GradAuto: Energy-oriented Attack on Dynamic Neural Networks

    Pan, J., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 28/10/2022, European Conference on Computer Vision (ECCV). Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 637-653 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13664).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  63. Published

    Vector-valued Privacy-Preserving Average Consensus

    Pan, L., Shao, H., Lu, Y., Mesbahi, M., Li, D. & Xi, Y., 22/09/2022, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  64. Published

    GradMDM: Adversarial Attack on Dynamic Networks

    Pan, J., Foo, L. G., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 1/09/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11374-11381 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  65. Published

    Progressive Channel-Shrinking Network

    Pan, J., Yang, S., Foo, L. G., Ke, Q., Rahmani, H., Fan, Z. & Liu, J., 1/02/2024, In: IEEE Transactions on Multimedia. 26, p. 2016-2026 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  66. Published

    Optimization for Prediction-Driven Cooperative Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q. & Pervaiz, H., 11/07/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, (IEEE International Conference on Communications Workshops (ICC Workshops)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  67. 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/MagazineJournal articlepeer-review

  68. Published

    A NOMA-Enhanced 2-Step RACH Procedure for Low-Latency Access in 5G Networks

    Nie, D., Yu, W., Foh, C. H. & Ni, Q., 31/05/2025, In: IEEE Internet of Things Journal. 12, 9, p. 11568 11580 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  69. Published

    Sparse Adversarial Video Attacks with Spatial Transformations

    Mu, R., Soriano Marcolino, L., Ruan, W. & Ni, Q., 22/11/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  70. Published

    3DVerifier: efficient robustness verification for 3D point cloud models

    Mu, R., Ruan, W., Soriano Marcolino, L. & Ni, Q., 2/11/2022, In: Machine Learning. 2022, 28 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  71. 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/ISSNConference contribution/Paperpeer-review

  72. Published

    Robust monocular 3D face reconstruction under challenging viewing conditions

    Mohaghegh, H., Rahmani, H. & Bennamoun, M., 1/02/2023, In: Neurocomputing. 520, p. 82-93 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  73. Forthcoming

    Reinforced Learning for Label-Efficient 3D Face Reconstruction

    Mohaghegh, H., Rahmani, H., Laga, H., Boussaid, F. & Bennamoun, M., 16/01/2023, (Accepted/In press) IEEE International Conference on Robotics and Automation (ICRA).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  74. Published

    REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos

    Ma, X., Rahmani, H., Fan, Z., Yang, B., Cheng, J. & Liu, J., 28/06/2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence. Palo Alto, Calif. : AAAI press, p. 1944-1952 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  75. Published

    Distributed Economic Control of Dynamically Coupled Networks

    Lu, Y. & Zhu, M., 1/03/2022, In: IEEE Transactions on Cybernetics. 52, 3, p. 1377-1391 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  76. Published

    Distributed Safe Reinforcement Learning for Multi-Robot Motion Planning

    Lu, Y., Guo, Y., Zhao, G. & Zhu, M., 15/07/2021, 2021 29th Mediterranean Conference on Control and Automation (MED). IEEE, 6 p. (2021 29th Mediterranean Conference on Control and Automation (MED); vol. 2021).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  77. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 1/10/2022, In: arXiv. abs/2210.00325, 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  78. E-pub ahead of print

    Cyber-Resilient Transactive Energy System Design over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 16/10/2021, (E-pub ahead of print) In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  79. Published

    Transactive Energy System Deployment over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 31/07/2024, In: IEEE Transactions on Automation Science and Engineering. 21, 3, p. 2677-2688 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  80. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 31/08/2023, In: ACM Transactions on Privacy and Security. 26, 3, p. 1-39 39 p., 33.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  81. Forthcoming

    PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection

    Lopez Pellicer, A., Li, Y. & Angelov, P., 6/03/2024, (Accepted/In press). 9 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  82. Published

    UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification

    Lopez Pellicer, A., Giatgong, K., Li, Y., Suri, N. & Angelov, P., 9/09/2024, 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  83. Published

    Task scheduling with precedence and placement constraints for resource utilization improvement in multi-user MEC environment

    Liu, B., Xu, X., Qi, L., Ni, Q. & Dou, W., 1/03/2021, In: Journal of Systems Architecture. 114, 11 p., 101970.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  84. Published

    Reservation-Based EV Charging Recommendation Concerning Charging Urgency Policy

    Liu, S., Xia, X., Cao, Y., Ni, Q., Zhang, X. & Xu, L., 30/11/2021, In: Sustainable Cities and Society. 74, 11 p., 103150.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  85. Published

    UAV-aided Wireless Power Transfer and Data Collection in Rician Fading

    Liu, Y., Xiong, K., Lu, Y., Ni, Q., Fan, P. & Letaief, K. B., 31/10/2021, In: IEEE Journal on Selected Areas in Communications. 39, 10, p. 3097-3113 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  86. Published

    EV Charging Recommendation Concerning Preemptive Service and Charging Urgency Policy

    Liu, S., Cao, Y., Ruan, W., Ni, Q., Nati, M. & Suthaputchakun, C., 15/02/2021, 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall). IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  87. Published

    Truthful Online Double Auctions for Mobile Crowdsourcing: An On-demand Service Strategy

    Liu, S., Yu, Y., Guo, L., Yeoh, P. L., Ni, Q., Vucetic, B. & Li, Y., 1/09/2022, In: IEEE Internet of Things Journal. 9, 17, p. 16096 - 16112 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  88. 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/MagazineJournal articlepeer-review

  89. 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/MagazineJournal articlepeer-review

  90. 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/MagazineJournal articlepeer-review

  91. E-pub ahead of print

    STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization

    Liu, Y., Zhang, R., Jiang, R., Zhu, Y., Hu, H., Ni, Q., Fei, Z. & Niyato, D., 4/04/2025, (E-pub ahead of print) In: IEEE Transactions on Cognitive Communications and Networking.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  92. Published

    The evolution of distributed computing systems: from fundamental to new frontiers

    Lindsay, D., Singh Gill, S., Smirnova, D. & Garraghan, P., 31/08/2021, In: Computing. 103, 8, p. 1859-1878 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  93. Published

    Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data

    Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  94. Published

    Entropy-based Reinforcement Learning for computation offloading service in software-defined multi-access edge computing

    Li, K., Wang, X., Ni, Q. & Huang, M., 30/11/2022, In: Future Generation Computer Systems. 136, p. 241-251 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  95. Published

    Outage Performance Enhancement for NOMA Based Cooperative Relay Sharing Networks

    Li, Y., Li, T., Li, Y., Pervaiz, H. & Ni, Q., 31/12/2022, In: IEEE Wireless Communications Letters. 11, 12, p. 2665-2669 5 p., 12.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  96. 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/MagazineJournal articlepeer-review

  97. Published

    Road Side Unit-Assisted Learning-Based Partial Task Offloading for Vehicular Edge Computing System

    Li, S., Sun, W., Ni, Q. & Sun, Y., 1/04/2024, In: IEEE Transactions on Vehicular Technology. 73, 4, p. 5546 - 5555 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  98. E-pub ahead of print

    Rethinking Self-Supervised Learning for Cross-Domain Adversarial Sample Recovery

    Li, Y., Angelov, P. & Suri, N., 30/06/2024, (E-pub ahead of print) 2024 International Joint Conference on Neural Networks (IJCNN). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  99. Forthcoming

    Federated Adversarial Learning for Robust Autonomous Landing Runway Detection

    Li, Y., Angelov, P., Yu, Z., Lopez Pellicer, A. & Suri, N., 4/06/2024, (Accepted/In press) International Conference on Artificial Neural Networks (ICANN).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  100. Published

    Biperspective functions for mixed-integer fractional programs with indicator variables

    Letchford, A., Ni, Q. & Zhong, Z., 30/11/2021, In: Mathematical Programming. 190, 1-2, p. 39-55 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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