Seong Hoon Seo

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Central Limit Theorem

Commodity Hardware

Top Venues

Publications

Seong Hoon Seo, Soosung Kim, Sung Jun Jung, Sangwoo Kwon, Hyunseung Lee, Jae W. Lee
Self-Attention Processor with Sign Random Projection-based Approximation. ESSCIRC (2022)
Tae Jun Ham, Yejin Lee, Seong Hoon Seo, U. Gyeong Song, Jae W. Lee, David Bruns-Smith, Brendan Sweeney, Krste Asanovic, Young H. Oh, Lisa Wu Wills
Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework. IEEE Micro 41 (3) (2021)
Tae Jun Ham, Yejin Lee, Seong Hoon Seo, Soosung Kim, Hyunji Choi, Sung Jun Jung, Jae W. Lee
ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks. ISCA (2021)
Yejin Lee, Seong Hoon Seo, Hyunji Choi, Hyoung Uk Sul, Soosung Kim, Jae W. Lee, Tae Jun Ham
MERCI: efficient embedding reduction on commodity hardware via sub-query memoization. ASPLOS (2021)
Tae Jun Ham, David Bruns-Smith, Brendan Sweeney, Yejin Lee, Seong Hoon Seo, U. Gyeong Song, Young H. Oh, Krste Asanovic, Jae W. Lee, Lisa Wu Wills
Genesis: A Hardware Acceleration Framework for Genomic Data Analysis. ISCA (2020)