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Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans


Feb 12, 2021
Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding

* Accepted by AAAI 2021, COVID-19, Neural Architecture Search, AutoML 

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Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans


Jan 26, 2021
Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu

* Neural Architecture Search, Evolutionary Algorithm, COVID-19, CT 

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PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning


Jan 22, 2020
Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren

* To be published in the Proceedings of Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 20) 

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Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models


Nov 20, 2019
Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu

* KDDBHI Workshop 2019, IEEE BigData Conference 

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Unified Multi-Contact Fall Mitigation Planning for Humanoids via Contact Transition Tree Optimization


Oct 14, 2018
Shihao Wang, Kris Hauser

* 7 pages, 7 figures 

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CNN-MERP: An FPGA-Based Memory-Efficient Reconfigurable Processor for Forward and Backward Propagation of Convolutional Neural Networks


Mar 22, 2017
Xushen Han, Dajiang Zhou, Shihao Wang, Shinji Kimura

* ICCD 2016 

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Chain-NN: An Energy-Efficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks


Mar 04, 2017
Shihao Wang, Dajiang Zhou, Xushen Han, Takeshi Yoshimura

* DATE 2017 

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