ELSA: Hardware-software co-design for efficient, lightweight self-attention mechanism in neural networks TJ Ham, Y Lee, SH Seo, S Kim, H Choi, SJ Jung, JW Lee 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 75 | 2021 |
MERCI: efficient embedding reduction on commodity hardware via sub-query memoization Y Lee, SH Seo, H Choi, HU Sul, S Kim, JW Lee, TJ Ham Proceedings of the 26th ACM International Conference on Architectural …, 2021 | 18 | 2021 |
RNA demethylation by FTO stabilizes the FOXJ1 mRNA for proper motile ciliogenesis H Kim, Y Lee, SM Kim, S Jang, H Choi, JW Lee, TD Kim, VN Kim Developmental Cell 56 (8), 1118-1130. e6, 2021 | 17 | 2021 |
Elsa: Hardware-software co-design for efficient, lightweight self-attention mechanism in neural networks. In 2021 ACM/IEEE 48th Annual International Symposium on Computer … TJ Ham, Y Lee, SH Seo, S Kim, H Choi, SJ Jung, JW Lee IEEE, 692ś705. https://doi. org/10.1109/ISCA52012, 2021 | 16 | 2021 |
Sunhong Min, Hyunseung Lee, Sangwon Beak, Dawoon Jeong, Jae W Lee, and Tae Jun Ham. 2022. ANNA: Specialized Architecture for Approximate Nearest Neighbor Search Y Lee, H Choi 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 10 | 2022 |
Anna: Specialized architecture for approximate nearest neighbor search Y Lee, H Choi, S Min, H Lee, S Beak, D Jeong, JW Lee, TJ Ham 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 8 | 2022 |
Device for accelerating self-attention operation in neural networks YJ Lee, TJ Ham, SH Seo, SS Kim, HJ Choi, JW Lee, SJ Jung US Patent App. 17/864,235, 2023 | | 2023 |
A Study on Object Detection Technology for an Improved Visual Relationship Detection H Choi, YJ Heo, BT Zhang Korea Computer Congress 2019, 1950-1952, 2019 | | 2019 |