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ORCIDEunji Kwon
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2020 – today
- 2024
[j2]Eunji Kwon
, Jongho Yoon, Seokhyeong Kang:
Mobile Transformer Accelerator Exploiting Various Line Sparsity and Tile-Based Dynamic Quantization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1808-1821 (2024)- [c10]Seungju Lee, Kyumin Cho, Eunji Kwon, Sejin Park, Seojeong Kim, Seokhyeong Kang:
ViT- ToGo: Vision Transformer Accelerator with Grouped Token Pruning. DATE 2024: 1-6 - 2023
- [c9]Eunji Kwon, Haena Song, Jihye Park, Seokhyeong Kang:
Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision. DATE 2023: 1-6 - [c8]Haena Song, Jongho Yoon, Dohun Kim, Eunji Kwon, Tae-Hyun Oh, Seokhyeong Kang:
FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks. DATE 2023: 1-6 - 2022
- [c7]Aeri Kim, Seungju Lee, Eunji Kwon, Seokhyeong Kang:
Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning. ACCV (1) 2022: 539-555 - 2021
- [j1]Eunji Kwon, Sodam Han, Yoonho Park, Jongho Yoon, Seokhyeong Kang:
Reinforcement Learning-Based Power Management Policy for Mobile Device Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 68(10): 4156-4169 (2021) - [c6]Sunghoon Kim, Hyun-jeong Kwon, Eunji Kwon, Youngchang Choi, Tae-Hyun Oh, Seokhyeong Kang:
MDARTS: Multi-objective Differentiable Neural Architecture Search. DATE 2021: 1344-1349 - [c5]Yesung Kang, Eunji Kwon, Seunggyu Lee, Younghoon Byun, Youngjoo Lee, Seokhyeong Kang:
Approach to Improve the Performance Using Bit-level Sparsity in Neural Networks. DATE 2021: 1516-1521 - 2020
- [c4]Eunji Kwon, Sodam Han, Yoonho Park, Young Hwan Kim, Seokhyeong Kang:
Late Breaking Results: Reinforcement Learning-based Power Management Policy for Mobile Device Systems. DAC 2020: 1-2 - [c3]Yesung Kang, Yoonho Park, Sunghoon Kim, Eunji Kwon, Taeho Lim, Sangyun Oh, Mingyu Woo, Seokhyeong Kang:
Analysis and Solution of CNN Accuracy Reduction over Channel Loop Tiling. DATE 2020: 1091-1096 - [c2]Yoonho Park, Yesung Kang, Sunghoon Kim, Eunji Kwon, Seokhyeong Kang:
GRLC: grid-based run-length compression for energy-efficient CNN accelerator. ISLPED 2020: 91-96
2010 – 2019
- 2019
- [c1]Eunji Kwon, Yesung Kang, Seokhyeong Kang:
Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs. ISOCC 2019: 119-120
Coauthor Index
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