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 | 80 | 2021 |
Genesis: A hardware acceleration framework for genomic data analysis TJ Ham, D Bruns-Smith, B Sweeney, Y Lee, SH Seo, UG Song, YH Oh, ... 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 30 | 2020 |
Charon: Specialized near-memory processing architecture for clearing dead objects in memory J Jang, J Heo, Y Lee, J Won, S Kim, SJ Jung, H Jang, TJ Ham, JW Lee Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 23 | 2019 |
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 | 19 | 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 | 17 | 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 |
IIU: Specialized architecture for inverted index search J Heo, J Won, Y Lee, S Bharuka, J Jang, TJ Ham, JW Lee Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 10 | 2020 |
ANNA: Specialized Architecture for Approximate Nearest Neighbor Search Y Lee, H Choi, S Min, H Lee, S Baek, D Jeong, JW Lee, TJ Ham The 27th IEEE International Symposium on High-Performance Computer …, 2022 | 8 | 2022 |
Genesis: a hardware acceleration framework for genomic data analysis. In 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) TJ Ham, D Bruns-Smith, B Sweeney, Y Lee, SH Seo, UG Song, YH Oh, ... IEEE, 2020 | 8 | 2020 |
Accelerating genomic data analytics with composable hardware acceleration framework TJ Ham, Y Lee, SH Seo, UG Song, JW Lee, D Bruns-Smith, B Sweeney, ... IEEE Micro 41 (3), 42-49, 2021 | 5 | 2021 |
Not all neighbors matter: point distribution-aware pruning for 3D point cloud Y Lee, D Lee, JU Hong, JW Lee, H Yoon Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1240-1249, 2023 | 3 | 2023 |
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 |