Lei Xun

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Machine Translation

Brazilian Portuguese

Embedded Devices

Energy Efficiency

Top Venues

Publications

Lei Xun, Jonathon S. Hare, Geoff V. Merrett
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices. CoRR (2024)
Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon Hare, Geoff V. Merrett
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. CoRR (2024)
Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon Hare, Geoff V. Merrett
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. DATE (2024)
Yonghong Chen, Lei Xun, Shibing Zhang
The Energy Efficiency of Heterogeneous Cellular Networks Based on the Poisson Hole Process. Future Internet 15 (2) (2023)
Lei Xun, Bashir M. Al-Hashimi, Jonathon S. Hare, Geoff V. Merrett
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms. CoRR (2022)
Arthur Moss, Hyunjong Lee, Lei Xun, Chulhong Min, Fahim Kawsar, Alessandro Montanari
Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000. SenSys (2022)
Mehdi Safarpour, Lei Xun, Geoff V. Merrett, Olli Silvén
A High-Level Approach for Energy Efficiency Improvement of FPGAs by Voltage Trimming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon Hare, Geoff V. Merrett
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. CoRR (2021)
Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett
Optimising Resource Management for Embedded Machine Learning. CoRR (2021)
Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon Hare, Geoff V. Merrett
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CoRR (2021)
Mehdi Safarpour, Tommy Z. Deng, John Massingham, Lei Xun, Mohammad Sabokrou, Olli Silvén
Low-Voltage Energy Efficient Neural Inference by Leveraging Fault Detection Techniques. NorCAS (2021)
Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms. CoRR (2021)
Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon Hare, Geoff V. Merrett
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CVPR Workshops (2021)
Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon Hare, Geoff V. Merrett
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. MLCAD (2021)
Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett
Optimising Resource Management for Embedded Machine Learning. DATE (2020)