Seong Hoon Seo

According to our database, Seong Hoon Seo authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A 40nm 5.6TOPS/W 239GOPS/mm² Self-Attention Processor with Sign Random Projection-based Approximation.

Seong Hoon Seo, Soosung Kim, Sung Jun Jung, Sangwoo Kwon, Hyunseung Lee, Jae W. Lee

Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

2021

Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework.

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

IEEE Micro, 2021

ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks.

Tae Jun Ham, Yejin Lee, Seong Hoon Seo, Soosung Kim, Hyunji Choi, Sung Jun Jung, Jae W. Lee

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

MERCI: efficient embedding reduction on commodity hardware via sub-query memoization.

Yejin Lee, Seong Hoon Seo, Hyunji Choi, Hyoung Uk Sul, Soosung Kim, Jae W. Lee, Tae Jun Ham

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Genesis: A Hardware Acceleration Framework for Genomic Data Analysis.

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

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020