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Survey: Exploiting Data Redundancy for Optimization of Deep Learning


Aug 29, 2022
Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen

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Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines


Aug 11, 2022
Patrick Flynn, Tristan Vanderbruggen, Chunhua Liao, Pei-Hung Lin, Murali Emani, Xipeng Shen

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CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework


Jun 21, 2022
Xiaofeng Li, Bin Ren, Xipeng Shen, Yanzhi Wang

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


Oct 12, 2021
Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Shaoshan Liu, Bin Ren, Yanzhi Wang, Xipeng Shen

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* under conference review 

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Coarsening Optimization for Differentiable Programming


Oct 05, 2021
Xipeng Shen, Guoqiang Zhang, Irene Dea, Samantha Andow, Emilio Arroyo-Fang, Neal Gafter, Johann George, Melissa Grueter, Erik Meijer, Steffi Stumpos, Alanna Tempest, Christy Warden, Shannon Yang

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* This is the preprint of a paper to be published at OOPSLA'2021 

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Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device


Dec 26, 2020
Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin

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Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices


Jul 20, 2020
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren

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CoCoPIE: Making Mobile AI Sweet As PIE --Compression-Compilation Co-Design Goes a Long Way


Mar 25, 2020
Shaoshan Liu, Bin Ren, Xipeng Shen, Yanzhi Wang

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CocoPIE: Making Mobile AI Sweet As PIE --Compression-Compilation Co-Design Goes a Long Way


Mar 14, 2020
Shaoshan Liu, Bin Ren, Xipeng Shen, Yanzhi Wang

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In-Place Zero-Space Memory Protection for CNN


Oct 31, 2019
Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim

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* Accepted in NeurIPS'19 

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