| Reinforcement learning-based power management policy for mobile device systems E Kwon, S Han, Y Park, J Yoon, S Kang IEEE Transactions on Circuits and Systems I: Regular Papers 68 (10), 4156-4169, 2021 | 13 | 2021 |
| MDARTS: Multi-objective differentiable neural architecture search S Kim, H Kwon, E Kwon, Y Choi, TH Oh, S Kang 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 10 | 2021 |
| GRLC: Grid-based run-length compression for energy-efficient CNN accelerator Y Park, Y Kang, S Kim, E Kwon, S Kang Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020 | 9 | 2020 |
| Mobile Transformer Accelerator Exploiting Various Line Sparsity and Tile-Based Dynamic Quantization E Kwon, J Yoon, S Kang IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | 4 | 2023 |
| Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision E Kwon, H Song, J Park, S Kang 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 2 | 2023 |
| Late breaking results: Reinforcement learning-based power management policy for mobile device systems E Kwon, S Han, Y Park, YH Kim, S Kang 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-2, 2020 | 2 | 2020 |
| FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks H Song, J Yoon, D Kim, E Kwon, TH Oh, S Kang 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 1 | 2023 |
| Approach to improve the performance using bit-level sparsity in neural networks Y Kang, E Kwon, S Lee, Y Byun, Y Lee, S Kang 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 1 | 2021 |
| Reinforcement learning-based power management policy for mobile device systems: late breaking results E Kwon, S Han, Y Park, YH Kim, S Kang Proceedings of the 57th ACM/EDAC/IEEE Design Automation Conference, 1-2, 2020 | 1 | 2020 |
| Analysis and solution of CNN accuracy reduction over channel loop tiling Y Kang, Y Park, S Kim, E Kwon, T Lim, S Oh, M Woo, S Kang 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 1 | 2020 |
| RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers E Kwon, M Zhou, W Xu, T Rosing, S Kang Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | | 2024 |
| ViT-ToGo: Vision Transformer Accelerator with Grouped Token Pruning S Lee, K Cho, E Kwon, S Park, S Kim, S Kang 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | | 2024 |
| Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning A Kim, S Lee, EJ Kwon, S Kang Proceedings of the Asian Conference on Computer Vision, 1228-1244, 2022 | | 2022 |
| Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs E Kwon, Y Kang, S Kang 2019 International SoC Design Conference (ISOCC), 119-120, 2019 | | 2019 |
