Lei Xun

17 papers A 3Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
Power- and Deadline-Aware Dynamic Inference on Intermittent Computing Systems.
DATE
Hengrui Zhao, Lei Xun, Jagmohan Chauhan, Geoff V. Merrett
2025 J jnl
Realization of Early-Exit Dynamic Neural Networks on Reconfigurable Hardware.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Anastasios Dimitriou, Lei Xun, Jonathon S. Hare, Geoff V. Merrett
2024 J jnl
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices.
CoRR
Lei Xun, Jonathon S. Hare, Geoff V. Merrett
2024 A conf
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices.
DATE
Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett
2024 J jnl
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices.
CoRR
Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett
2023 J jnl
The Energy Efficiency of Heterogeneous Cellular Networks Based on the Poisson Hole Process.
Future Internet
Yonghong Chen, Lei Xun, Shibing Zhang
2022 J jnl
A High-Level Approach for Energy Efficiency Improvement of FPGAs by Voltage Trimming.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mehdi Safarpour, Lei Xun, Geoff V. Merrett, Olli Silvén
2022 J jnl
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms.
CoRR
Lei Xun, Bashir M. Al-Hashimi, Jonathon S. Hare, Geoff V. Merrett
2022 Misc conf
Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000.
SenSys
Arthur Moss, Hyunjong Lee, Lei Xun, Chulhong Min, Fahim Kawsar, Alessandro Montanari
2021 — conf
Dynamic Transformer for Efficient Machine Translation on Embedded Devices.
MLCAD
Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett
2021 J jnl
Dynamic Transformer for Efficient Machine Translation on Embedded Devices.
CoRR
Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett
2021 — conf
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms.
CVPR Workshops
Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett
2021 J jnl
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms.
CoRR
Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett
2021 J jnl
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms.
CoRR
Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett
2021 — conf
Low-Voltage Energy Efficient Neural Inference by Leveraging Fault Detection Techniques.
NorCAS
Mehdi Safarpour, Tommy Z. Deng, John Massingham, Lei Xun, Mohammad Sabokrou, Olli Silvén
2021 J jnl
Optimising Resource Management for Embedded Machine Learning.
CoRR
Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett
2020 A conf
Optimising Resource Management for Embedded Machine Learning.
DATE
Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett