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Jiexiong Guan

SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile

Apr 21, 2024
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Real-Time Portrait Stylization on the Edge

Jun 02, 2022
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Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card

Oct 12, 2021
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DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion

Aug 30, 2021
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Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices

Jun 06, 2021
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A Compression-Compilation Framework for On-mobile Real-time BERT Applications

Jun 06, 2021
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Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization

Sep 15, 2020
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Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices

Jul 20, 2020
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