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Xipeng Shen

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

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Apr 21, 2024
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Efficient Large Language Models Fine-Tuning On Graphs

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Dec 07, 2023
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BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs

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May 04, 2023
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Survey: Exploiting Data Redundancy for Optimization of Deep Learning

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Aug 29, 2022
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Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines

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Aug 11, 2022
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CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework

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Jun 21, 2022
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Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card

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Oct 12, 2021
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Coarsening Optimization for Differentiable Programming

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Oct 05, 2021
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Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device

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Dec 26, 2020
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Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices

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Jul 20, 2020
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