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Tianshi Xu

PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization

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Oct 12, 2024
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FastQuery: Communication-efficient Embedding Table Query for Private LLM Inference

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May 25, 2024
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PrivCirNet: Efficient Private Inference via Block Circulant Transformation

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May 23, 2024
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HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference

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Jan 31, 2024
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Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference

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Aug 25, 2023
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