Leyuan Wang

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University of California-Davis ∙ Amazon

HAWQV3: Dyadic Neural Network Quantization

Quantization is one of the key techniques used to make Neural Networks (...
11/20/2020 ∙ by Zhewei Yao, et al. ∙ 7 ∙ share

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Recognition Oriented Iris Image Quality Assessment in the Feature Space

A large portion of iris images captured in real world scenarios are poor...
09/01/2020 ∙ by Leyuan Wang, et al. ∙ 0 ∙ share

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Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario

Face anti-spoofing is the key to preventing security breaches in biometr...
03/18/2020 ∙ by Yu Tian, et al. ∙ 17 ∙ share

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Fast Gunrock Subgraph Matching (GSM) on GPUs

In this paper, we propose a novel method, GSM (Gunrock Subgraph Matching...
03/01/2020 ∙ by Leyuan Wang, et al. ∙ 0 ∙ share

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Fast BFS-Based Triangle Counting on GPUs

In this paper, we propose a novel method to compute triangle counting on...
09/04/2019 ∙ by Leyuan Wang, et al. ∙ 0 ∙ share

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A Unified Optimization Approach for CNN Model Inference on Integrated GPUs

Modern deep learning applications urge to push the model inference takin...
07/03/2019 ∙ by Leyuan Wang, et al. ∙ 0 ∙ share

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A Comparative Study on Exact Triangle Counting Algorithms on the GPU

We implement exact triangle counting in graphs on the GPU using three di...
04/18/2018 ∙ by Leyuan Wang, et al. ∙ 0 ∙ share

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

There is an increasing need to bring machine learning to a wide diversit...
02/12/2018 ∙ by Tianqi Chen, et al. ∙ 0 ∙ share

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TVM: End-to-End Optimization Stack for Deep Learning

Scalable frameworks, such as TensorFlow, MXNet, Caffe, and PyTorch drive...
02/12/2018 ∙ by Tianqi Chen, et al. ∙ 0 ∙ share

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Leyuan Wang

Featured Co-authors

Michael W. Mahoney

Kurt Keutzer

Yao Wang

Zhenan Sun

Mu Li

Zhi Chen

Amir Gholami

Yunlong Wang

Carlos Guestrin

Zhewei Yao

John D. Owens

HAWQV3: Dyadic Neural Network Quantization

Recognition Oriented Iris Image Quality Assessment in the Feature Space

Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario

Fast Gunrock Subgraph Matching (GSM) on GPUs

Fast BFS-Based Triangle Counting on GPUs

A Unified Optimization Approach for CNN Model Inference on Integrated GPUs

A Comparative Study on Exact Triangle Counting Algorithms on the GPU

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

TVM: End-to-End Optimization Stack for Deep Learning