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Rongwei Lu

DeCo-SGD: Joint Optimization of Delay Staleness and Gradient Compression Ratio for Distributed SGD

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Jul 23, 2025
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Accelerating Parallel Diffusion Model Serving with Residual Compression

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Jul 23, 2025
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$γ$-FedHT: Stepsize-Aware Hard-Threshold Gradient Compression in Federated Learning

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May 18, 2025
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MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation

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Sep 15, 2024
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A Joint Approach to Local Updating and Gradient Compression for Efficient Asynchronous Federated Learning

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Jul 06, 2024
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Retraining-free Model Quantization via One-Shot Weight-Coupling Learning

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Jan 03, 2024
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DAGC: Data-Volume-Aware Adaptive Sparsification Gradient Compression for Distributed Machine Learning in Mobile Computing

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Nov 13, 2023
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