Concepedia

Yongheng Deng

YD

Statistics

Publications

11

Citations

677

H-Index

11

Active since

2019

Affiliations

Tsinghua University(Current)

Central South University

Shanghai Jiao Tong University

Huazhong University of Science and Technology

Stony Brook University

Yongheng Deng is an author at Tsinghua University specializing in engineering, computer science, and federated learning.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningFederated LearningDistributed LearningEdge ComputingCloud ComputingArtificial IntelligenceBig Data

Publications per year

2019–2024

11

Publications

11

AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning

Yongheng Deng, Feng Lyu, Ju Ren et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 188 citations

Artificial Intelligence, Engineering, Machine Learning +20

FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation

Yongheng Deng, Feng Lyu, Ju Ren et al. · 2021 · 187 citations

Artificial Intelligence, Engineering, Machine Learning +22

SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning

Yongheng Deng, Feng Lyu, Ju Ren et al. · 2021 · 64 citations

Cluster Computing, Engineering, Machine Learning +21

Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation

Yongheng Deng, Feng Lyu, Ju Ren et al. · IEEE Transactions on Parallel and Distributed Systems · 2022 · 63 citations

Artificial Intelligence, Engineering, Machine Learning +19

A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge

Yongheng Deng, Feng Lyu, Tengxi Xia et al. · IEEE/ACM Transactions on Networking · 2024 · 42 citations

Cluster Computing, Engineering, Machine Learning +18

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