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Kaiming Nan
Publication Activity (10 Years)
Years Active: 2017-2021
Publications (10 Years): 4
Top Topics
Sensor Data
Unified Model
Hyperparameters
Modeling Framework
Top Venues
MobiSys
CoRR
IEEE Trans. Mob. Comput.
CWSN
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Publications
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Sicong Liu
,
Junzhao Du
,
Kaiming Nan
,
Zimu Zhou
,
Hui Liu
,
Zhangyang Wang
,
Yingyan Lin
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles.
IEEE Trans. Mob. Comput.
20 (12) (2021)
Sicong Liu
,
Junzhao Du
,
Kaiming Nan
,
Zimu Zhou
,
Atlas Wang
,
Yingyan Lin
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles.
CoRR
(2020)
Sicong Liu
,
Yingyan Lin
,
Zimu Zhou
,
Kaiming Nan
,
Hui Liu
,
Junzhao Du
On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework.
MobiSys
(2018)
Junzhao Du
,
Sicong Liu
,
Yuheng Wei
,
Hui Liu
,
Xin Wang
,
Kaiming Nan
Understanding Sensor Data Using Deep Learning Methods on Resource-Constrained Edge Devices.
CWSN
(2017)