Zobrazeno 1 - 10
of 42
pro vyhledávání: '"Liu, Kuang-Hung"'
Neural Architecture Search (NAS) has become a widely used tool for automating neural network design. While one-shot NAS methods have successfully reduced computational requirements, they often require extensive training. On the other hand, zero-shot
Externí odkaz:
http://arxiv.org/abs/2311.13169
Autor:
Yin, Hang, Liu, Kuang-Hung, Sun, Mengying, Chen, Yuxin, Zhang, Buyun, Liu, Jiang, Sehgal, Vivek, Panchal, Rudresh Rajnikant, Hotaj, Eugen, Liu, Xi, Guo, Daifeng, Zhang, Jamey, Wang, Zhou, Jiang, Shali, Li, Huayu, Chen, Zhengxing, Chen, Wen-Yen, Yang, Jiyan, Wen, Wei
Web-scale ranking systems at Meta serving billions of users is complex. Improving ranking models is essential but engineering heavy. Automated Machine Learning (AutoML) can release engineers from labor intensive work of tuning ranking models; however
Externí odkaz:
http://arxiv.org/abs/2311.07870
Autor:
Wen, Wei, Liu, Kuang-Hung, Fedorov, Igor, Zhang, Xin, Yin, Hang, Chu, Weiwei, Hassani, Kaveh, Sun, Mengying, Liu, Jiang, Wang, Xu, Jiang, Lin, Chen, Yuxin, Zhang, Buyun, Liu, Xi, Cheng, Dehua, Chen, Zhengxing, Zhao, Guang, Han, Fangqiu, Yang, Jiyan, Hao, Yuchen, Xiong, Liang, Chen, Wen-Yen
Neural Architecture Search (NAS) has demonstrated its efficacy in computer vision and potential for ranking systems. However, prior work focused on academic problems, which are evaluated at small scale under well-controlled fixed baselines. In indust
Externí odkaz:
http://arxiv.org/abs/2311.08430
Akademický článek
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Autor:
Xiao, Yu-Xin1,2 (AUTHOR), Liu, Kuang-Hung1,2 (AUTHOR), Lin, Wan-Hsuan1,2 (AUTHOR), Chan, Tai-Hua1,2 (AUTHOR), Jou, Ruwen1,2 (AUTHOR) rwj@cdc.gov.tw
Publikováno v:
Scientific Reports. 2/13/2023, Vol. 13 Issue 1, p1-11. 11p.
Autor:
Liu, Kuang-Hung.
Thesis (M.A.)--National Taiwan University Graduate Institute of Plant Pathology and Microbiology.
Includes bibliographical references.
Includes bibliographical references.
Publikováno v:
In Computers and Chemical Engineering 4 October 2020 141
Publikováno v:
In Computers and Chemical Engineering 4 August 2019 127:282-294
Akademický článek
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Publikováno v:
In Computer Aided Chemical Engineering 2018 44:71-85