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Qingxiang Liu
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A computation offloading method over big data for IoT-enabled cloud-edge computing
X Xu, Q Liu, Y Luo, K Peng, X Zhang, S Meng, L Qi
Future Generation Computer Systems 95, 522-533, 2019
3512019
A blockchain-powered crowdsourcing method with privacy preservation in mobile environment
X Xu, Q Liu, X Zhang, J Zhang, L Qi, W Dou
IEEE Transactions on Computational Social Systems 6 (6), 1407-1419, 2019
1572019
An IoT-oriented data placement method with privacy preservation in cloud environment
X Xu, S Fu, L Qi, X Zhang, Q Liu, Q He, S Li
Journal of Network and Computer Applications 124, 148-157, 2018
1472018
A blockchain‐based computation offloading method for edge computing in 5G networks
X Xu, Y Chen, X Zhang, Q Liu, X Liu, L Qi
Software: Practice and Experience 51 (10), 2015-2032, 2021
722021
A heuristic virtual machine scheduling method for load balancing in fog-cloud computing
X Xu, Q Liu, L Qi, Y Yuan, W Dou, AX Liu
2018 IEEE 4th International Conference on Big Data Security on Cloud …, 2018
342018
Customized federated learning for accelerated edge computing with heterogeneous task targets
H Jiang, M Liu, B Yang, Q Liu, J Li, X Guo
Computer Networks 183, 107569, 2020
282020
Exploring the distributed knowledge congruence in proxy-data-free federated distillation
Z Wu, S Sun, Y Wang, M Liu, Q Pan, J Zhang, Z Li, Q Liu
ACM Transactions on Intelligent Systems and Technology 15 (2), 1-34, 2024
262024
Online spatio-temporal correlation-based federated learning for traffic flow forecasting
Q Liu, S Sun, M Liu, Y Wang, B Gao
IEEE Transactions on Intelligent Transportation Systems, 2024
102024
Time-ffm: Towards lm-empowered federated foundation model for time series forecasting
Q Liu, X Liu, C Liu, Q Wen, Y Liang
arXiv preprint arXiv:2405.14252, 2024
72024
Uncertainty-aware resource provisioning for workflow scheduling in edge computing environment
H Cao, X Xu, Q Liu, Y Xue, L Qi
2019 18th IEEE International Conference On Trust, Security And Privacy In …, 2019
72019
Computation offloading method for workflow management in mobile edge computing
SC Fu, ZJ Fu, GW Xing
J. Comput. Appl 39 (5), 1523-1527, 2019
22019
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
Q Liu, S Sun, Y Liang, J Xue, M Liu
arXiv preprint arXiv:2404.03702, 2024
12024
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting
Q Liu, S Sun, Y Liang, X Xu, M Liu, M Bilal, Y Wang, X Li, Y Zheng
IEEE Transactions on Intelligent Transportation Systems, 2024
2024
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