Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs. - Eunji Kwon; Yesung Kang; Seokhyeong Kang (ISOCC, 2019)

Late Breaking Results: Reinforcement Learning-based Power Management Policy for Mobile Device Systems. - Eunji Kwon; Sodam Han; Yoonho Park; Young Hwan Kim; Seokhyeong Kang (DAC, 2020)

Analysis and Solution of CNN Accuracy Reduction over Channel Loop Tiling. - Yesung Kang; Yoonho Park; Sunghoon Kim; Eunji Kwon; Taeho Lim; Sangyun Oh; Mingyu Woo; Seokhyeong Kang (DATE, 2020)

GRLC: grid-based run-length compression for energy-efficient CNN accelerator. - Yoonho Park; Yesung Kang; Sunghoon Kim; Eunji Kwon; Seokhyeong Kang (ISLPED, 2020)

Approach to Improve the Performance Using Bit-level Sparsity in Neural Networks. - Yesung Kang; Eunji Kwon; Seunggyu Lee; Younghoon Byun; Youngjoo Lee; Seokhyeong Kang (DATE, 2021)

MDARTS: Multi-objective Differentiable Neural Architecture Search. - Sunghoon Kim; Hyun-jeong Kwon; Eunji Kwon; Youngchang Choi; Tae-Hyun Oh; Seokhyeong Kang (DATE, 2021)

Reinforcement Learning-Based Power Management Policy for Mobile Device Systems. - Eunji Kwon; Sodam Han; Yoonho Park; Jongho Yoon 001; Seokhyeong Kang (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning. - Aeri Kim; Seungju Lee; Eunji Kwon; Seokhyeong Kang (ACCV (1), 2022)

Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision. - Eunji Kwon; Haena Song; Jihye Park; Seokhyeong Kang (DATE, 2023)

FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks. - Haena Song; Jongho Yoon 001; Dohun Kim; Eunji Kwon; Tae-Hyun Oh; Seokhyeong Kang (DATE, 2023)

RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers. - Eunji Kwon; Minxuan Zhou; Weihong Xu; Tajana Rosing; Seokhyeong Kang (DAC, 2024)

ViT- ToGo: Vision Transformer Accelerator with Grouped Token Pruning. - Seungju Lee; Kyumin Cho; Eunji Kwon; Sejin Park 001; Seojeong Kim; Seokhyeong Kang (DATE, 2024)

Mobile Transformer Accelerator Exploiting Various Line Sparsity and Tile-Based Dynamic Quantization. - Eunji Kwon; Jongho Yoon 001; Seokhyeong Kang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)