Jaekang Shin

Orcid: 0000-0002-5943-1599

According to our database1, Jaekang Shin authored at least 9 papers between 2019 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Accelerating Deep Reinforcement Learning via Phase-Level Parallelism for Robotics Applications.
IEEE Comput. Archit. Lett., 2024

2023
Accelerating On-Device DNN Training Workloads via Runtime Convergence Monitor.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023

Energy-Efficient CNN Personalized Training by Adaptive Data Reformation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

2022
A Deep Neural Network Training Architecture With Inference-Aware Heterogeneous Data-Type.
IEEE Trans. Computers, 2022

Algorithm/architecture co-design for energy-efficient acceleration of multi-task DNN.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

A Convergence Monitoring Method for DNN Training of On-Device Task Adaptation.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2020
A Pragmatic Approach to On-device Incremental Learning System with Selective Weight Updates.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
An Optimized Design Technique of Low-bit Neural Network Training for Personalization on IoT Devices.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019


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