Concepedia

Yuchang Sun

YS

9

Publications

204

Citations

9

H-Index

2022

Active since

Affiliations

Hong Kong University of Science and Technology(Current)

Hong Kong Polytechnic University

Tsinghua University

Southeast University

Yuchang Sun is an author at Hong Kong University of Science and Technology specializing in machine learning, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningFederated LearningDistributed LearningData PrivacyEdge ComputingPrivacyBig Data

Publications per year

2022–2024

9

Publications

9

Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data

Yuchang Sun, Jiawei Shao, Yuyi Mao et al. · 2022 IEEE Wireless Communications and Networking Conference (WCNC) · 2022 · 47 citations

Edge Learning, Cluster Computing, Engineering +17

Feature Matching Data Synthesis for Non-IID Federated Learning

Zijian Li, Yuchang Sun, Jiawei Shao et al. · IEEE Transactions on Mobile Computing · 2024 · 32 citations

Artificial Intelligence, Engineering, Machine Learning +23

Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity

Yuchang Sun, Jiawei Shao, Yuyi Mao et al. · IEEE Transactions on Network and Service Management · 2023 · 30 citations · Full text

Cluster Computing, Engineering, Machine Learning +22

DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing

Jiawei Shao, Yuchang Sun, Songze Li et al. · arXiv (Cornell University) · 2022 · 21 citations · Full text

Privacy Protection, Engineering, Machine Learning +17

MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates

Yuchang Sun, Yuyi Mao, Jun Zhang · IEEE Transactions on Mobile Computing · 2023 · 19 citations

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