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 | 164 | 2020 |
Graphene: Strong yet lightweight row hammer protection Y Park, W Kwon, E Lee, TJ Ham, JH Ahn, JW Lee 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 104 | 2020 |
Mithril: Cooperative row hammer protection on commodity dram leveraging managed refresh MJ Kim, J Park, Y Park, W Doh, N Kim, TJ Ham, JW Lee, JH Ahn 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 47 | 2022 |
Layerweaver: Maximizing resource utilization of neural processing units via layer-wise scheduling YH Oh, S Kim, Y Jin, S Son, J Bae, J Lee, Y Park, DU Kim, TJ Ham, ... 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 38 | 2021 |
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching Y Park, S Min, JW Lee Proceedings of the VLDB Endowment 15 (11), 2022 | 16 | 2022 |
Unlocking wordline-level parallelism for fast inference on rram-based dnn accelerator Y Park, SY Lee, H Shin, J Heo, TJ Ham, JW Lee Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 10 | 2020 |
Effective zero compression on ReRAM-based sparse dnn accelerators H Shin, R Park, SY Lee, Y Park, H Lee, JW Lee Proceedings of the 59th ACM/IEEE Design Automation Conference, 949-954, 2022 | 4 | 2022 |
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 | 4 | 2021 |
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs Y Park, J Hyun, SL Cho, B Sim, JW Lee arXiv preprint arXiv:2402.10517, 2024 | | 2024 |
Liquid: Mix-and-Match Multiple Image Formats to Balance DNN Training Pipeline W Baek, J Bae, D Lee, H Bae, Y Park, JW Lee Proceedings of the 14th ACM SIGOPS Asia-Pacific Workshop on Systems, 50-57, 2023 | | 2023 |