Hyein Shin

13 papers A* 2A 5Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2024 — conf
2.4 ATOMUS: A 5nm 32TFLOPS/128TOPS ML System-on-Chip for Latency Critical Applications.
ISSCC
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
2024 J jnl
ToEx: Accelerating Generation Stage of Transformer-Based Language Models via Token-Adaptive Early Exit.
IEEE Trans. Computers
Myeonggu Kang, Junyoung Park, Hyein Shin, Jaekang Shin, Lee-Sup Kim
2023 J jnl
Fault-Free: A Framework for Analysis and Mitigation of Stuck-at-Fault on Realistic ReRAM-Based DNN Accelerators.
IEEE Trans. Computers
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
2023 J jnl
MGen: A Framework for Energy-Efficient In-ReRAM Acceleration of Multi-Task BERT.
IEEE Trans. Computers
Myeonggu Kang, Hyein Shin, Junkyum Kim, Lee-Sup Kim
2022 J jnl
A Framework for Accelerating Transformer-Based Language Model on ReRAM-Based Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Myeonggu Kang, Hyein Shin, Lee-Sup Kim
2022 A conf
Re
ICCAD
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
2022 J jnl
S-FLASH: A NAND Flash-Based Deep Neural Network Accelerator Exploiting Bit-Level Sparsity.
IEEE Trans. Computers
Myeonggu Kang, Hyeonuk Kim, Hyein Shin, Jaehyeong Sim, Kyeonghan Kim, Lee-Sup Kim
2021 A conf
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators.
ICCAD
Myeonggu Kang, Hyein Shin, Jaekang Shin, Lee-Sup Kim
2021 A* conf
Fault-free: A Fault-resilient Deep Neural Network Accelerator based on Realistic ReRAM Devices.
DAC
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
2021 A* conf
Optimizing ADC Utilization through Value-Aware Bypass in ReRAM-based DNN Accelerator.
DAC
HanCheon Yun, Hyein Shin, Myeonggu Kang, Lee-Sup Kim
2020 A conf
A Thermal-aware Optimization Framework for ReRAM-based Deep Neural Network Acceleration.
ICCAD
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
2019 A conf
A PVT-robust Customized 4T Embedded DRAM Cell Array for Accelerating Binary Neural Networks.
ICCAD
Hyein Shin, Jaehyeong Sim, Daewoong Lee, Lee-Sup Kim
2019 A conf
An Energy-efficient Processing-in-memory Architecture for Long Short Term Memory in Spin Orbit Torque MRAM.
ICCAD
Kyeonghan Kim, Hyein Shin, Jaehyeong Sim, Myeonggu Kang, Lee-Sup Kim