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Yunming Liao
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 7
Top Topics
Learned Models
Batch Size
Adaptive Controller
Neighbor Selection
Top Venues
CoRR
IEEE Trans. Mob. Comput.
ICPADS
IEEE/ACM Trans. Netw.
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Publications
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Yunming Liao
,
Yang Xu
,
Hongli Xu
,
Zhiwei Yao
,
Lun Wang
,
Chunming Qiao
Accelerating Federated Learning With Data and Model Parallelism in Edge Computing.
IEEE/ACM Trans. Netw.
32 (1) (2024)
Yunming Liao
,
Yang Xu
,
Hongli Xu
,
Lun Wang
,
Chen Qian
Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning.
INFOCOM
(2023)
Yunming Liao
,
Yang Xu
,
Hongli Xu
,
Lun Wang
,
Zhiwei Yao
,
Chunming Qiao
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation.
CoRR
(2023)
Yang Xu
,
Yunming Liao
,
Hongli Xu
,
Zhenguo Ma
,
Lun Wang
,
Jianchun Liu
Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning.
IEEE Trans. Mob. Comput.
22 (10) (2023)
Wenxiao Lou
,
Yang Xu
,
Hongli Xu
,
Yunming Liao
Decentralized Federated Learning with Data Feature Transmission and Neighbor Selection.
ICPADS
(2022)
Yunming Liao
,
Yang Xu
,
Hongli Xu
,
Lun Wang
,
Chen Qian
Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning.
CoRR
(2022)
Jianchun Liu
,
Yang Xu
,
Hongli Xu
,
Yunming Liao
,
Zhiyuan Wang
,
He Huang
Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing.
ICDE
(2022)