| A^ 3: Accelerating attention mechanisms in neural networks with approximation TJ Ham, SJ Jung, S Kim, YH Oh, Y Park, Y Song, JH Park, S Lee, K Park, ... 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 150 | 2020 |
| 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 | 74 | 2021 |
| A portable, automatic data quantizer for deep neural networks YH Oh, Q Quan, D Kim, S Kim, J Heo, S Jung, J Jang, JW Lee Proceedings of the 27th International Conference on Parallel Architectures …, 2018 | 36 | 2018 |
| A specialized architecture for object serialization with applications to big data analytics J Jang, SJ Jung, S Jeong, J Heo, H Shin, TJ Ham, JW Lee 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 24 | 2020 |
| Charon: Specialized Near-Memory Processing Architecture for Clearing Dead Objects in Memory J Jang, J Heo, Y Lee, J Won, S Kim, S Jung, H Jang, TJ Ham, JW Lee Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 22 | 2019 |
| 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 | 15 | 2021 |
| Boss: Bandwidth-optimized search accelerator for storage-class memory J Heo, SY Lee, S Min, Y Park, SJ Jung, TJ Ham, JW Lee 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 2 | 2021 |
| A 40nm 5.6TOPS/W 239GOPS/mm2 Self-Attention Processor with Sign Random Projection-based Approximation SH Seo, S Kim, SJ Jung, S Kwon, H Lee, JW Lee ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC), 85-88, 2022 | 1 | 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 |
| Composition containing eugenol as active ingredient for preventing or treating atopic dermatitis SB Oh, SJ Jung, GH Chung, YH Kim, SH Lee US Patent App. 15/031,487, 2016 | | 2016 |
