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Mr Lei Xun

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Email: lx2u16@ecs.soton.ac.uk

Publications
Publications

Publications

7 publications
Page 1 of 1
Dynamic DNNs meet runtime resource management on mobile and embedded platforms
Lei Xun, Bashir Al-Hashimi, Jonathon Hare & Geoff Merrett, 2022
Type: conference
A high-level approach for energy efficiency improvement of FPGAs by voltage trimming
Mehdi Safarpour, Lei Xun, Geoff Merrett & Olli Silven, 2021, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
DOI: 10.1109/TCAD.2021.3127153
Type: article
Dynamic transformer for efficient machine translation on embedded devices
Hishan Parry, Lei Xun, Mohammadamin Sabetsarvestani, Jia Bi, Jonathon Hare & Geoff Merrett, 2021
Type: conference
Dynamic-OFA: Runtime DNN architecture switching for performance scaling on heterogeneous embedded platforms
Wei Lou, Lei Xun, Mohammadamin Sabetsarvestani, Jia Bi, Jonathon Hare & Geoff Merrett, 2021
DOI: 10.1109/CVPRW53098.2021.00347
Type: conference
Runtime DNN performance scaling through resource management on heterogeneous embedded platforms
Lei Xun, Bashir Al-Hashimi, Jonathon Hare & Geoff Merrett, 2021
Type: conference
Optimising resource management for embedded machine learning
Lei Xun, Long Tran-Thanh, Bashir Al-Hashimi & Geoff Merrett, 2020
DOI: 10.23919/DATE48585.2020.9116235
Type: conference
Incremental training and group convolution pruning for runtime DNN performance scaling on heterogeneous embedded platforms
Lei Xun, Long Tran-Thanh, Bashir Al-Hashimi & Geoff Merrett, 2020
Type: conference
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