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2020 – today
- 2024
[c6]Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett:
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. DATE 2024: 1-2- [i7]Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett:
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. CoRR abs/2401.08943 (2024) - [i6]Lei Xun, Jonathon S. Hare, Geoff V. Merrett:
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices. CoRR abs/2401.08965 (2024) - 2023
- [j2]Yonghong Chen, Lei Xun, Shibing Zhang:
The Energy Efficiency of Heterogeneous Cellular Networks Based on the Poisson Hole Process. Future Internet 15(2): 56 (2023) - 2022
- [j1]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): 3548-3552 (2022) - [c5]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: 934-940 - [i5]Lei Xun, Bashir M. Al-Hashimi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms. CoRR abs/2206.02525 (2022) - 2021
- [c4]Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CVPR Workshops 2021: 3110-3118 - [c3]Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. MLCAD 2021: 1-6 - [c2]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: 1-5 - [i4]Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CoRR abs/2105.03596 (2021) - [i3]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 abs/2105.03600 (2021) - [i2]Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Optimising Resource Management for Embedded Machine Learning. CoRR abs/2105.03608 (2021) - [i1]Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. CoRR abs/2107.08199 (2021) - 2020
- [c1]Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Optimising Resource Management for Embedded Machine Learning. DATE 2020: 1556-1561
Coauthor Index
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