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Publication search results
found 20 matches
- 2024
- Yangguang Cui, Zhixing Zhang, Nuo Wang, Liying Li, Chunwei Chang, Tongquan Wei:
User-Distribution-Aware Federated Learning for Efficient Communication and Fast Inference. IEEE Trans. Computers 73(4): 1004-1018 (2024) - Zichuan Xu, Lin Wang, Weifa Liang, Qiufen Xia, Wenzheng Xu, Pan Zhou, Omer F. Rana:
Age-Aware Data Selection and Aggregator Placement for Timely Federated Continual Learning in Mobile Edge Computing. IEEE Trans. Computers 73(2): 466-480 (2024) - Biwei Yan, Hongliang Zhang, Minghui Xu, Dongxiao Yu, Xiuzhen Cheng:
FedRFQ: Prototype-Based Federated Learning With Reduced Redundancy, Minimal Failure, and Enhanced Quality. IEEE Trans. Computers 73(4): 1086-1098 (2024) - Dezhong Yao, Wanning Pan, Yutong Dai, Yao Wan, Xiaofeng Ding, Chen Yu, Hai Jin, Zheng Xu, Lichao Sun:
FedGKD: Toward Heterogeneous Federated Learning via Global Knowledge Distillation. IEEE Trans. Computers 73(1): 3-17 (2024) - Honghong Zeng, Jie Li, Jiong Lou, Shijing Yuan, Chentao Wu, Wei Zhao, Sijin Wu, Zhiwen Wang:
BSR-FL: An Efficient Byzantine-Robust Privacy-Preserving Federated Learning Framework. IEEE Trans. Computers 73(8): 2096-2110 (2024) - Ruirui Zhang, Zhenzhen Xie, Dongxiao Yu, Weifa Liang, Xiuzhen Cheng:
Digital Twin-Assisted Federated Learning Service Provisioning Over Mobile Edge Networks. IEEE Trans. Computers 73(2): 586-598 (2024) - Yifei Zou, Shikun Shen, Mengbai Xiao, Peng Li, Dongxiao Yu, Xiuzhen Cheng:
Value of Information: A Comprehensive Metric for Client Selection in Federated Edge Learning. IEEE Trans. Computers 73(4): 1152-1164 (2024) - 2023
- Shuzhen Chen, Yangyang Wang, Dongxiao Yu, Ju Ren, Congan Xu, Yanwei Zheng:
Privacy-Enhanced Decentralized Federated Learning at Dynamic Edge. IEEE Trans. Computers 72(8): 2165-2180 (2023) - Fei Guan, Long Peng, Jiaqing Qiao:
A New Federated Scheduling Algorithm for Arbitrary-Deadline DAG Tasks. IEEE Trans. Computers 72(8): 2264-2277 (2023) - Shaoyong Guo, Keqin Zhang, Bei Gong, Liandong Chen, Yinlin Ren, Feng Qi, Xuesong Qiu:
Sandbox Computing: A Data Privacy Trusted Sharing Paradigm Via Blockchain and Federated Learning. IEEE Trans. Computers 72(3): 800-810 (2023) - Rui Jin, Jia Hu, Geyong Min, Jed Mills:
Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning. IEEE Trans. Computers 72(11): 3314-3325 (2023) - Ching-Chi Lin, Junjie Shi, Niklas Ueter, Mario Günzel, Jan Reineke, Jian-Jia Chen:
Type-Aware Federated Scheduling for Typed DAG Tasks on Heterogeneous Multicore Platforms. IEEE Trans. Computers 72(5): 1286-1300 (2023) - Jed Mills, Jia Hu, Geyong Min, Rui Jin, Siwei Zheng, Jin Wang:
Accelerating Federated Learning With a Global Biased Optimiser. IEEE Trans. Computers 72(6): 1804-1814 (2023) - Youming Tao, Sijia Cui, Wenlu Xu, Haofei Yin, Dongxiao Yu, Weifa Liang, Xiuzhen Cheng:
Byzantine-Resilient Federated Learning at Edge. IEEE Trans. Computers 72(9): 2600-2614 (2023) - Dan Wang, Ju Ren, Zhibo Wang, Yichuan Wang, Yaoxue Zhang:
PrivAim: A Dual-Privacy Preserving and Quality-Aware Incentive Mechanism for Federated Learning. IEEE Trans. Computers 72(7): 1913-1927 (2023) - Jie Zhang, Song Guo, Jingcai Guo, Deze Zeng, Jingren Zhou, Albert Y. Zomaya:
Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning. IEEE Trans. Computers 72(10): 2888-2901 (2023) - 2022
- Lei Feng, Yiqi Zhao, Shaoyong Guo, Xuesong Qiu, Wenjing Li, Peng Yu:
BAFL: A Blockchain-Based Asynchronous Federated Learning Framework. IEEE Trans. Computers 71(5): 1092-1103 (2022) - Yufeng Zhan, Peng Li, Leijie Wu, Song Guo:
L4L: Experience-Driven Computational Resource Control in Federated Learning. IEEE Trans. Computers 71(4): 971-983 (2022) - Jie Zhang, Song Guo, Zhihao Qu, Deze Zeng, Yufeng Zhan, Qifeng Liu, Rajendra Akerkar:
Adaptive Federated Learning on Non-IID Data With Resource Constraint. IEEE Trans. Computers 71(7): 1655-1667 (2022) - 2021
- Wentai Wu, Ligang He, Weiwei Lin, Rui Mao, Carsten Maple, Stephen A. Jarvis:
SAFA: A Semi-Asynchronous Protocol for Fast Federated Learning With Low Overhead. IEEE Trans. Computers 70(5): 655-668 (2021)
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