Hyungyo Kim

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Training Process

Feed Forward Neural Networks

Efficient Inference

Top Venues

Adv. Intell. Syst.

IEEE Comput. Archit. Lett.

IEEE Trans. Signal Process.

Publications

Hyungyo Kim, Gaohan Ye, Nachuan Wang, Amir Yazdanbakhsh, Nam Sung Kim
Exploiting Intel Advanced Matrix Extensions (AMX) for Large Language Model Inference. IEEE Comput. Archit. Lett. 23 (1) (2024)
Hyungyo Kim, Naresh R. Shanbhag
Enhancing the Accuracy of 6T SRAM-Based In-Memory Architecture via Maximum Likelihood Detection. IEEE Trans. Signal Process. 72 (2024)
Sangsoo Park, KyungSoo Kim, Jinin So, Jin Jung, Jonggeon Lee, Kyoungwan Woo, Nayeon Kim, Younghyun Lee, Hyungyo Kim, Yongsuk Kwon, Jinhyun Kim, Jieun Lee, YeonGon Cho, Yongmin Tai, Jeonghyeon Cho, Hoyoung Song, Jung Ho Ahn, Nam Sung Kim
An LPDDR-based CXL-PNM Platform for TCO-efficient Inference of Transformer-based Large Language Models. HPCA (2024)
Hyungyo Kim, Naresh R. Shanbhag
Boosting the Accuracy of SRAM-Based in-Memory Architectures Via Maximum Likelihood-Based Error Compensation Method. ICASSP (2023)
Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min-Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks. Adv. Intell. Syst. 3 (8) (2021)
Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks. Adv. Intell. Syst. 3 (8) (2021)