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Picture for Yuwei Hu

Dense Pruning of Pointwise Convolutions in the Frequency Domain


Sep 16, 2021
Mark Buckler, Neil Adit, Yuwei Hu, Zhiru Zhang, Adrian Sampson


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FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems


Sep 29, 2020
Yuwei Hu, Zihao Ye, Minjie Wang, Jiali Yu, Da Zheng, Mu Li, Zheng Zhang, Zhiru Zhang, Yida Wang

* SC'20; changed all figures to type 1 

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Improving Neural Network Quantization without Retraining using Outlier Channel Splitting


Jan 30, 2019
Ritchie Zhao, Yuwei Hu, Jordan Dotzel, Christopher De Sa, Zhiru Zhang

* 10 pages; fixed incorrect title in metadata 

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Improving Neural Network Quantization using Outlier Channel Splitting


Jan 28, 2019
Ritchie Zhao, Yuwei Hu, Jordan Dotzel, Christopher De Sa, Zhiru Zhang

* 10 pages 

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Building Efficient Deep Neural Networks with Unitary Group Convolutions


Nov 19, 2018
Ritchie Zhao, Yuwei Hu, Jordan Dotzel, Christopher De Sa, Zhiru Zhang

* 8 pages, 2 figures 

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TVM: An Automated End-to-End Optimizing Compiler for Deep Learning


Oct 05, 2018
Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, Eddie Yan, Meghan Cowan, Haichen Shen, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

* Significantly improved version, add automated optimization 

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