Mr Lei Xun

Connect with Lei

Email: [email protected]

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

How to edit profile