Lei Xun - RankMe

17 papers A 3Misc 1Journal 10Unranked 3

Year	Rank	Type	Title / 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