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Hyein Shin
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2020 – today
- 2024
- [j5]Myeonggu Kang
, Junyoung Park
ToEx: Accelerating Generation Stage of Transformer-Based Language Models via Token-Adaptive Early Exit. IEEE Trans. Computers 73(9): 2248-2261 (2024) - [c8]Chang-Hyo Yu, Hyo-Eun Kim, Sungho Shin, Kyeongryeol Bong, Hyunsuk Kim, Yoonho Boo, Jaewan Bae, Minjae Kwon, Karim Charfi, Jinseok Kim, Hongyun Kim, Myeongbo Shim, Changsoo Ha, Wongyu Shin, Jae-Sung Yoon, Miock Chi, Byungjae Lee, Sungpill Choi, Donghan Kim, Jeongseok Woo, Seokju Yoon, Hyunje Jo, Hyunho Kim, Hyun-Seok Heo, Young-Jae Jin, Jiun Yu, Jaehwan Lee, Hyunsung Kim, Minhoo Kang, Seokhyeon Choi, Seung-Goo Kim, Myung-Hoon Choi, Jungju Oh, Yunseong Kim, Haejoon Kim, Sangeun Je, Junhee Ham, Juyeong Yoon, Jaedon Lee, Seonhyeok Park, Youngseob Park, Jaebong Lee, Boeui Hong, Jaehun Ryu, Hyunseok Ko, Kwanghyun Chung, Jongho Choi, Sunwook Jung, Yashael Faith Arthanto, Jonghyeon Kim, Heejin Cho, Hyebin Jeong, Sungmin Choi, Sujin Han, Junkyu Park, Kwangbae Lee, Sung-Il Bae, Jaeho Bang, Kyeong-Jae Lee, Yeongsang Jang, Jungchul Park, Sanggyu Park, Jueon Park, Hyein Shin, Sunghyun Park, Jinwook Oh:
2.4 ATOMUS: A 5nm 32TFLOPS/128TOPS ML System-on-Chip for Latency Critical Applications. ISSCC 2024: 42-44 - 2023
- [j4]Hyein Shin
Fault-Free: A Framework for Analysis and Mitigation of Stuck-at-Fault on Realistic ReRAM-Based DNN Accelerators. IEEE Trans. Computers 72(7): 2011-2024 (2023) - [j3]Myeonggu Kang
MGen: A Framework for Energy-Efficient In-ReRAM Acceleration of Multi-Task BERT. IEEE Trans. Computers 72(11): 3140-3152 (2023) - 2022
- [j2]Myeonggu Kang
S-FLASH: A NAND Flash-Based Deep Neural Network Accelerator Exploiting Bit-Level Sparsity. IEEE Trans. Computers 71(6): 1291-1304 (2022) - [j1]Myeonggu Kang
A Framework for Accelerating Transformer-Based Language Model on ReRAM-Based Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 3026-3039 (2022) - [c7]Hyein Shin, Myeonggu Kang, Lee-Sup Kim:
Re2fresh: A Framework for Mitigating Read Disturbance in ReRAM-Based DNN Accelerators. ICCAD 2022: 40:1-40:9 - 2021
- [c6]Hyein Shin, Myeonggu Kang, Lee-Sup Kim:
Fault-free: A Fault-resilient Deep Neural Network Accelerator based on Realistic ReRAM Devices. DAC 2021: 1039-1044 - [c5]HanCheon Yun, Hyein Shin, Myeonggu Kang, Lee-Sup Kim:
Optimizing ADC Utilization through Value-Aware Bypass in ReRAM-based DNN Accelerator. DAC 2021: 1087-1092 - [c4]Myeonggu Kang, Hyein Shin, Jaekang Shin, Lee-Sup Kim:
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators. ICCAD 2021: 1-9 - 2020
- [c3]Hyein Shin, Myeonggu Kang, Lee-Sup Kim:
A Thermal-aware Optimization Framework for ReRAM-based Deep Neural Network Acceleration. ICCAD 2020: 102:1-102:9
2010 – 2019
- 2019
- [c2]Kyeonghan Kim, Hyein Shin, Jaehyeong Sim
An Energy-efficient Processing-in-memory Architecture for Long Short Term Memory in Spin Orbit Torque MRAM. ICCAD 2019: 1-8 - [c1]Hyein Shin, Jaehyeong Sim
A PVT-robust Customized 4T Embedded DRAM Cell Array for Accelerating Binary Neural Networks. ICCAD 2019: 1-8
Coauthor Index
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