Eunji Kwon

15 papers A* 2A 7Journal 4Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
DeltaTrack: Flow-Driven Multiple Object Tracking Accelerator With Variable LSB Approximation for Real-Time and Energy-Efficient Video Analytics.
IEEE Trans. Circuits Syst. II Express Briefs
Seunghyun Moon, Eunji Kwon
2025 J jnl
QSLR: Post-Training Compression via Quantized Sparse and Low-Rank Factorization.
IEEE Access
Eunji Kwon
2024 J jnl
Mobile Transformer Accelerator Exploiting Various Line Sparsity and Tile-Based Dynamic Quantization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Eunji Kwon, Jongho Yoon, Seokhyeong Kang
2024 A* conf
RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers.
DAC
Eunji Kwon, Minxuan Zhou, Weihong Xu, Tajana Rosing, Seokhyeong Kang
2024 A conf
ViT- ToGo: Vision Transformer Accelerator with Grouped Token Pruning.
DATE
Seungju Lee, Kyumin Cho, Eunji Kwon, Sejin Park, Seojeong Kim, Seokhyeong Kang
2023 A conf
FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks.
DATE
Haena Song, Jongho Yoon, Dohun Kim, Eunji Kwon, Tae-Hyun Oh, Seokhyeong Kang
2023 A conf
Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision.
DATE
Eunji Kwon, Haena Song, Jihye Park, Seokhyeong Kang
2022 — conf
Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning.
ACCV (1)
Aeri Kim, Seungju Lee, Eunji Kwon, Seokhyeong Kang
2021 A conf
Approach to Improve the Performance Using Bit-level Sparsity in Neural Networks.
DATE
Yesung Kang, Eunji Kwon, Seunggyu Lee, Younghoon Byun, Youngjoo Lee, Seokhyeong Kang
2021 A conf
MDARTS: Multi-objective Differentiable Neural Architecture Search.
DATE
Sunghoon Kim, Hyun-jeong Kwon, Eunji Kwon, Youngchang Choi, Tae-Hyun Oh, Seokhyeong Kang
2021 J jnl
Reinforcement Learning-Based Power Management Policy for Mobile Device Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Eunji Kwon, Sodam Han, Yoonho Park, Jongho Yoon, Seokhyeong Kang
2020 A conf
Analysis and Solution of CNN Accuracy Reduction over Channel Loop Tiling.
DATE
Yesung Kang, Yoonho Park, Sunghoon Kim, Eunji Kwon, Taeho Lim, Sangyun Oh, Mingyu Woo, Seokhyeong Kang
2020 A conf
GRLC: grid-based run-length compression for energy-efficient CNN accelerator.
ISLPED
Yoonho Park, Yesung Kang, Sunghoon Kim, Eunji Kwon, Seokhyeong Kang
2020 A* conf
Late Breaking Results: Reinforcement Learning-based Power Management Policy for Mobile Device Systems.
DAC
Eunji Kwon, Sodam Han, Yoonho Park, Young Hwan Kim, Seokhyeong Kang
2019 — conf
Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs.
ISOCC
Eunji Kwon, Yesung Kang, Seokhyeong Kang