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2020 – today
- 2024
[j8]Yuyan Quan, Songtao Guo
, Dewen Qiao, Mingyan Li:
Afl-gan: adaptive federated learning for generative adversarial network with resource constraints. CCF Trans. Pervasive Comput. Interact. 6(1): 1-17 (2024)- [j7]Dewen Qiao, Pengzhan Zhou, Mingyan Li, Songtao Guo:
Parameters optimization and precision enhancement of Takagi-Sugeno fuzzy neural network. Soft Comput. 28(17-18): 9509-9520 (2024) - [j6]Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li:
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3678-3690 (2024) - [j5]Dewen Qiao, Mingyan Li, Songtao Guo, Jun Zhao, Bin Xiao:
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT. IEEE Trans. Netw. Sci. Eng. 11(4): 3639-3652 (2024) - [c2]Yuyan Quan, Songtao Guo, Dewen Qiao:
RCFL-GAN: Resource-Constrained Federated Learning with Generative Adversarial Networks. CSCWD 2024: 513-518 - 2023
- [c1]Yingcheng Wang, Songtao Guo, Dewen Qiao:
FedSG: Subgraph Federated Learning on Multiple Non-IID Graphs. MSN 2023: 504-511 - 2022
- [j4]Jing He, Songtao Guo, Dewen Qiao, Lin Yi:
HeteFL: Network-Aware Federated Learning Optimization in Heterogeneous MEC-Enabled Internet of Things. IEEE Internet Things J. 9(15): 14073-14086 (2022) - [j3]Dewen Qiao, Guiyan Liu, Songtao Guo, Jing He:
Adaptive Federated Learning for Non-Convex Optimization Problems in Edge Computing Environment. IEEE Trans. Netw. Sci. Eng. 9(5): 3478-3491 (2022) - [j2]Dewen Qiao, Songtao Guo, Defang Liu, Saiqin Long, Pengzhan Zhou, Zhetao Li:
Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(12): 4767-4782 (2022) - 2020
- [j1]Dewen Qiao, Nankun Mu, Xiaofeng Liao, Junqing Le, Fan Yang:
Improved evolutionary algorithm and its application in PID controller optimization. Sci. China Inf. Sci. 63(9): 1-3 (2020)
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