Yunming Liao

According to our database, Yunming Liao authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning.

Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma

IEEE/ACM Trans. Netw., April, 2024

Accelerating Federated Learning With Data and Model Parallelism in Edge Computing.

Yunming Liao, Yang Xu, Hongli Xu, Zhiwei Yao, Lun Wang, Chunming Qiao

IEEE/ACM Trans. Netw., February, 2024

2023

Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning.

Yang Xu, Yunming Liao, Hongli Xu, Zhenguo Ma, Lun Wang, Jianchun Liu

IEEE Trans. Mob. Comput., October, 2023

MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation.

Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Zhiwei Yao, Chunming Qiao

CoRR, 2023

Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning.

Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Chen Qian

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Decentralized Federated Learning with Data Feature Transmission and Neighbor Selection.

Wenxiao Lou, Yang Xu, Hongli Xu, Yunming Liao

Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing.

Jianchun Liu, Yang Xu, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022