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Ruixuan Liu

Renmin University of China

DPDR: Gradient Decomposition and Reconstruction for Differentially Private Deep Learning

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Jun 04, 2024
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Clip Body and Tail Separately: High Probability Guarantees for DPSGD with Heavy Tails

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May 27, 2024
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KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting

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Apr 19, 2024
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StableLego: Stability Analysis of Block Stacking Assembly

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Feb 16, 2024
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PCDP-SGD: Improving the Convergence of Differentially Private SGD via Projection in Advance

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Dec 06, 2023
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AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems

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Nov 23, 2023
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Zero redundancy distributed learning with differential privacy

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Nov 20, 2023
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On the accuracy and efficiency of group-wise clipping in differentially private optimization

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Oct 30, 2023
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Coupling public and private gradient provably helps optimization

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Oct 02, 2023
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Simulation-aided Learning from Demonstration for Robotic LEGO Construction

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Sep 24, 2023
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