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Deep Learning in the Era of Edge Computing: Challenges and Opportunities


Oct 17, 2020
Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu


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Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?


Jun 12, 2020
Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang

* Technical report 

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HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking


Sep 07, 2019
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang

* 9 pages, 6 figures, 6 tables. Nominated for ICCV 2019 Neural Architects Workshop Best Paper Award 

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NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision


Oct 23, 2018
Biyi Fang, Xiao Zeng, Mi Zhang

* Fang, Biyi, Xiao Zeng, and Mi Zhang. "NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision." Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. ACM, 2018 
* 12 pages 

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