Yunming Liao

Publications

399

Citations

H-Index

2022

Active since

Affiliations

University of Science and Technology of China(Current)

Suzhou University of Science and Technology

University at Buffalo, State University of New York

Soochow University

University of California, Santa Cruz

Yunming Liao is an author at University of Science and Technology of China specializing in distributed learning, edge computing, and computer science.

ORCID

Top concepts

EngineeringData ScienceEdge ComputingComputer ScienceMachine LearningFederated LearningDistributed LearningEdge AiDeep LearningCloud Computing

Publications per year

2022–2024

Publications

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

Yang Xu, Yunming Liao, Hongli Xu et al. · IEEE Transactions on Mobile Computing · 2022 · 101 citations

Artificial Intelligence, Engineering, Machine Learning +18

Accelerating Federated Learning With Data and Model Parallelism in Edge Computing

Yunming Liao, Yang Xu, Hongli Xu et al. · IEEE/ACM Transactions on Networking · 2023 · 62 citations

Cluster Computing, Engineering, Machine Learning +18

Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning

Yunming Liao, Yang Xu, Hongli Xu et al. · 2023 · 61 citations

Cluster Computing, Engineering, Machine Learning +13

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

Jun Liu, Jianchun Liu, Hongli Xu et al. · IEEE/ACM Transactions on Networking · 2023 · 29 citations

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

Yunming Liao, Yang Xu, Hongli Xu et al. · 2024 · 25 citations

Rows per page

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