Yunming Liao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Adaptive Control

Linear Predictors

Top Venues

IEEE Trans. Mob. Comput.

IEEE/ACM Trans. Netw.

Publications

Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Chen Qian, Chunming Qiao
Decentralized Federated Learning With Adaptive Configuration for Heterogeneous Participants. IEEE Trans. Mob. Comput. 23 (6) (2024)
Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Zhiwei Yao, Chunming Qiao
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation. ICDE (2024)
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)
Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma
YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning. IEEE/ACM Trans. Netw. 32 (2) (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)