Lei Xun

According to our database1, Lei Xun authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices.
CoRR, 2024

Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023
The Energy Efficiency of Heterogeneous Cellular Networks Based on the Poisson Hole Process.
Future Internet, February, 2023

2022
A High-Level Approach for Energy Efficiency Improvement of FPGAs by Voltage Trimming.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms.
CoRR, 2022

Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

2021
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms.
CoRR, 2021

Low-Voltage Energy Efficient Neural Inference by Leveraging Fault Detection Techniques.
Proceedings of the IEEE Nordic Circuits and Systems Conference, NorCAS 2021, Oslo, 2021

Dynamic Transformer for Efficient Machine Translation on Embedded Devices.
Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Optimising Resource Management for Embedded Machine Learning.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020


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