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Home/Authors/Zhuoyi Zhao

Zhuoyi Zhao

1 indexed paper

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1
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Publications per year

1
26

Top categories

ML×1AI×1Networking×1

Frequent co-authors

Ben Liang1×

Research Timeline

2026
Adaptive Data Admission and Retention for Streaming Federated Learning

This paper proposes a framework for federated learning with limited client memory and time-varying sampling costs, and develops an Active-Constraint Drift-Plus-Penalty (ACDPP) policy to minimize the cumulative excess population risk.

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Papers

cs.LGcs.AIcs.NITheoreticalRecentJul 27, 2026

Adaptive Data Admission and Retention for Streaming Federated Learning

Zhuoyi Zhao, Ben Liang

This paper proposes a framework for federated learning with limited client memory and time-varying sampling costs, and develops an Active-Constraint Drift-Plus-Penalty (ACDPP) policy to minimize the c…

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