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Weizhe Hua

Information Flow Control in Machine Learning through Modular Model Architecture

Jun 05, 2023
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Structured Pruning is All You Need for Pruning CNNs at Initialization

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Mar 04, 2022
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Transformer Quality in Linear Time

Feb 21, 2022
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BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining

Sep 29, 2021
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Sinan: Data-Driven, QoS-Aware Cluster Management for Microservices

May 27, 2021
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Contrastive Weight Regularization for Large Minibatch SGD

Nov 17, 2020
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GuardNN: Secure DNN Accelerator for Privacy-Preserving Deep Learning

Aug 26, 2020
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MgX: Near-Zero Overhead Memory Protection with an Application to Secure DNN Acceleration

Apr 20, 2020
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Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations

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Feb 17, 2020
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Channel Gating Neural Networks

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May 29, 2018
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