Mr Lei Xun

Connect with Lei

Email: lx2u16@ecs.soton.ac.uk

Address: B53, West Highfield Campus, University Road, SO17 1BJ (View in Google Maps)

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

Dynamic transformer for efficient machine translation on embedded devices

Hishan Parry,

Lei Xun,

Mohammadamin Sabetsarvestani,

Jia Bi,

Jonathon Hare,

& Geoff Merrett

, 2021

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-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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