Eunji Kwon

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Power Management

Reinforcement Learning

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Seungju Lee, Kyumin Cho, Eunji Kwon, Sejin Park, Seojeong Kim, Seokhyeong Kang
ViT- ToGo: Vision Transformer Accelerator with Grouped Token Pruning. DATE (2024)
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) (2024)
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)
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)
Aeri Kim, Seungju Lee, Eunji Kwon, Seokhyeong Kang
Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning. ACCV (1) (2022)
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)
Sunghoon Kim, Hyun-jeong Kwon, Eunji Kwon, Youngchang Choi, Tae-Hyun Oh, Seokhyeong Kang
MDARTS: Multi-objective Differentiable Neural Architecture Search. DATE (2021)
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) (2021)
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)
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)
Yoonho Park, Yesung Kang, Sunghoon Kim, Eunji Kwon, Seokhyeong Kang
GRLC: grid-based run-length compression for energy-efficient CNN accelerator. ISLPED (2020)
Eunji Kwon, Yesung Kang, Seokhyeong Kang
Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs. ISOCC (2019)