Journal Articles
Aristodemou, M,
Liu, X, Lambotharan, S, AsSadhan, B (2023)
Bayesian optimization-driven adversarial poisoning attacks against distributed learning,
IEEE Access, 11, pp.86214-86226, DOI:
10.1109/ACCESS.2023.3304541.
Liu, X, Yu, J, Liu, Y, Gao, Y, Mahmoodi, T, Lambotharan, S, Tsang, DH-K (2023)
Distributed intelligence in wireless networks,
IEEE Open Journal of the Communications Society, 4, pp.1001-1039, DOI:
10.1109/OJCOMS.2023.3265425.
Yu, J, Li, Y,
Liu, X, Sun, B, Wu, Y, Tsang, DHK (2022)
IRS assisted NOMA aided mobile edge computing with queue stability: Heterogeneous multi-agent reinforcement learning,
IEEE Transactions on Wireless Communications, 22(7), pp.4296-4312, ISSN: 1536-1276. DOI:
10.1109/twc.2022.3224291.
Liu, X, Deng, Y, Mahmoodi, T (2022)
Wireless distributed learning: a new hybrid split and federated learning approach,
IEEE Transactions on Wireless Communications, 22(4), pp.2650-2665, ISSN: 1536-1276. DOI:
10.1109/twc.2022.3213411.
Yu, J,
Liu, X, Gao, Y, Zhang, C, Zhang, W (2022)
Deep learning for channel tracking in IRS-assisted UAV communication systems,
IEEE Transactions on Wireless Communications, 21(9), pp.7711-7722, ISSN: 1536-1276. DOI:
10.1109/twc.2022.3160517.
Yu, J,
Liu, X, Gao, Y, Shen, X (2021)
3D on and off-grid dynamic channel tracking for multiple UAVs and satellite communications,
IEEE Transactions on Wireless Communications, 21(6), pp.3587-3604, ISSN: 1536-1276. DOI:
10.1109/twc.2021.3121301.
Yu, J,
Liu, X, Qi, H, Gao, Y (2020)
Long-Term Channel Statistic Estimation for Highly-Mobile Hybrid MmWave Multi-User MIMO Systems,
IEEE Transactions on Vehicular Technology, 69(12), pp.14277-14289, ISSN: 0018-9545. DOI:
10.1109/tvt.2020.3040794.
Yu, J,
Liu, X, Gao, Y, Shen, X (2020)
3D Channel Tracking for UAV-Satellite Communications in Space-Air-Ground Integrated Networks,
IEEE Journal on Selected Areas in Communications, 38(12), pp.2810-2823, ISSN: 0733-8716. DOI:
10.1109/jsac.2020.3005490.
Mao, Z, Hu, F, Sun, D, Ma, S,
Liu, X (2020)
Fairness-Aware Intragroup Cooperative Transmission in Wireless Powered Communication Networks,
IEEE Transactions on Vehicular Technology, 69(6), pp.6463-6472, ISSN: 0018-9545. DOI:
10.1109/tvt.2020.2988084.
Liu, X, Yu, J, Wang, J, Gao, Y (2020)
Resource Allocation With Edge Computing in IoT Networks via Machine Learning,
IEEE Internet of Things Journal, 7(4), pp.3415-3426, DOI:
10.1109/jiot.2020.2970110.
Liu, X, Qin, Z, Gao, Y, McCann, JA (2019)
Resource Allocation in Wireless Powered IoT Networks,
IEEE Internet of Things Journal, 6(3), pp.4935-4945, DOI:
10.1109/jiot.2019.2895417.
Liu, X, Gao, Y, Hu, F (2019)
Optimal Time Scheduling Scheme for Wireless Powered Ambient Backscatter Communications in IoT Networks,
IEEE Internet of Things Journal, 6(2), pp.2264-2272, DOI:
10.1109/jiot.2018.2889700.
Conferences
Aristodemou, M, Liu, X, Lambotharan, S (Accepted for publication) Adversarial Poisoning Attacks against Federated Learning in Metaverse. In IEEE International Conference on Communications (ICC) 2023, Rome.
Herath, C, Rahulamathavan, Y,
Liu, X (2023)
Recursive Euclidean Distance-based Robust Aggregation Technique for Federated Learning. In
, 2023 IEEE IAS Global Conference on Emerging Technologies, GlobConET 2023,ISBN: 9798350331790. DOI:
10.1109/GlobConET56651.2023.10150168.
Liu, X, Deng, Y, Mahmoodi, T, IEEE, (2022)
Energy Efficient User Scheduling for Hybrid Split and Federated Learning in Wireless UAV Networks. In
, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022). DOI:
10.1109/ICC45855.2022.9882277.
Liu, X, Deng, Y, Mahmoodi, T, IEEE, (2022)
A Novel Hybrid Split and Federated Learning Architecture in Wireless UAV Networks. In
, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022). DOI:
10.1109/ICC45855.2022.9838867.
