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A Sieve Quasi-likelihood Ratio Test for Neural Networks with Applications to Genetic Association Studies


Dec 16, 2022
Xiaoxi Shen, Chang Jiang, Lyudmila Sakhanenko, Qing Lu

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A Neural Network Based Method with Transfer Learning for Genetic Data Analysis


Jun 20, 2022
Jinghang Lin, Shan Zhang, Qing Lu

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RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation


Jun 13, 2022
Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi

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Quantization of Deep Neural Networks for Accurate EdgeComputing


Apr 25, 2021
Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu

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* 11 pages, 3 figures, 10 tables, accepted by the ACM Journal on Emerging Technologies in Computing Systems (JETC) 

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Expectile Neural Networks for Genetic Data Analysis of Complex Diseases


Oct 26, 2020
Jinghang Lin, Xiaoran Tong, Chenxi Li, Qing Lu

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NASS: Optimizing Secure Inference via Neural Architecture Search


Feb 16, 2020
Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato

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* 8 pages, 6 figures, in Proceedings of ECAI 2020, the 24th European Conference on Artificial Intelligence 

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On Neural Architecture Search for Resource-Constrained Hardware Platforms


Oct 31, 2019
Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu

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* 8 pages, ICCAD 2019 

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Grand Challenge of 106-Point Facial Landmark Localization


May 09, 2019
Yinglu Liu, Hao Shen, Yue Si, Xiaobo Wang, Xiangyu Zhu, Hailin Shi, Zhibin Hong, Hanqi Guo, Ziyuan Guo, Yanqin Chen, Bi Li, Teng Xi, Jun Yu, Haonian Xie, Guochen Xie, Mengyan Li, Qing Lu, Zengfu Wang, Shenqi Lai, Zhenhua Chai, Xiaoming Wei

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* Accepted at ICME2019 Grand Challenge 

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Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation


Mar 13, 2018
Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Sharon Hu, Danny Chen, Yiyu Shi

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* 9 pages, 11 Figs, 1 Table, Accepted by CVPR 

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