Jaekang Shin
Orcid: 0000-0002-5943-1599
According to our database1,
Jaekang Shin
authored at least 11 papers
between 2019 and 2024.
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Bibliography
2024
ToEx: Accelerating Generation Stage of Transformer-Based Language Models via Token-Adaptive Early Exit.
IEEE Trans. Computers, September, 2024
Accelerating Deep Reinforcement Learning via Phase-Level Parallelism for Robotics Applications.
IEEE Comput. Archit. Lett., 2024
Token-Picker: Accelerating Attention in Text Generation with Minimized Memory Transfer via Probability Estimation.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
2023
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023
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
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