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DAC 2026
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TACo: Training-Free, Hardware-Aware ViT Architecture Search with a Hypervolume-Based Unified Zero-Cost Score
Eunji Kwon
ACM/IEEE Design Automation Conference (DAC)
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| 2 |
DATE 2026
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Efficient Down-sampling in Hybrid Neural Network using Adversarial Autoencoders
Jonghyeon Nam, Joonseok Kim, Eunji Kwon and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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DAC 2024
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RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers
Eunji Kwon, Minxuan Zhou, Weihong Xu, Tajana Rosing and Seokhyeong Kang
ACM/IEEE Design Automation Conference (DAC)
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Slide
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| 4 |
DATE 2023
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Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision
Eunji Kwon, Haena Song, Jihye Park and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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Link
PDF
Slide
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| 5 |
DAC 2020
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Late Breaking Results : Reinforcement Learning-based Power Management Policy for Mobile Device Systems
Eunji Kwon, Sodam Han, Yoonho Park, Young-Hwan Kim and Seokhyeong Kang
ACM/IEEE Design Automation Conference (DAC)
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Link
PDF
Slide
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| 6 |
DATE 2024
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ViT-ToGo : Vision Transformer Accelerator with Grouped Token Pruning
Seungju Lee, Kyumin Cho, Eunji Kwon, Sejin Park, Seojeong Kim and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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Link
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| 7 |
DATE 2023
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FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks
Haena Song, Jongho Yoon, Dohun Kim, Eunji Kwon, Tae-Hyun Oh and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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Link
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| 8 |
ACCV 2022
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Adaptive FSP : Adaptive Architecture Search with Filter Shape Pruning
Aeri Kim, Seungju Lee, Eunji Kwon,and Seokhyeong Kang
Asian Conference on Computer Vision (ACCV)
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Link
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| 9 |
DATE 2021
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Approach to Improve the Performance using Bit-level Sparsity in Neural Networks
Yesung Kang, Eunji Kwon, Seunggyu Lee, Younghoon Byun, Youngjoo Lee and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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| 10 |
DATE 2021
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MDARTS : Multi-objective Differentiable Neural Architecture Search
Sunghoon Kim, Hyunjeong Kwon, Eunji Kwon, Youngchang Choi, Tae-Hyun Oh and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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| 11 |
ISLPED 2020
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GRLC: Grid-based Run-length Compression for Energy-efficient CNN Accelerator
Yoonho Park, Yesung Kang, Sunghoon Kim, Eunji Kwon, and Seokhyeong Kang
IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)
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| 12 |
DATE 2020
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Analysis and Solution of CNN Accuracy Reduction over Channel Loop Tiling
for IoT Devices
Yesung Kang, Yoonho Park, Sunghoon Kim, Eunji Kwon, Taeho Lim, Sangyun Oh, Mingyu Woo and Seokhyeong Kang
IEEE/ACM Design, Automation and Test in Europe Conference (DATE)
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