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Eunji Kwon
Institutions:
Kookmin University,
Pohang University of Science and Technology
Observed institutions:
Kookmin University,
Pohang University of Science and Technology
ORCID:
0000-0001-5313-8976
Observed ORCID:
0000-0001-5313-8976
OpenAlex ID:
A5035447590
Mobile Transformer Accelerator Exploiting Various Line Sparsity and Tile-Based Dynamic Quantization
2023
·
Eunji Kwon
, Jongho Yoon
, et al.
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
16
Reinforcement Learning-Based Power Management Policy for Mobile Device Systems
2021
·
Eunji Kwon
, Sodam Han
, et al.
·
IEEE Transactions on Circuits and Systems I Regular Papers
·
16
Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision
2023
·
Eunji Kwon
, Haena Song
, et al.
·
Design, Automation, and Test in Europe
·
10
MDARTS: Multi-objective Differentiable Neural Architecture Search
2021
·
Sunghoon Kim
, Hyunjeong Kwon
, et al.
·
Design, Automation, and Test in Europe
·
8
ViT- ToGo: Vision Transformer Accelerator with Grouped Token Pruning
2024
·
Seungju Lee
, Kyumin Cho
, et al.
·
Design, Automation, and Test in Europe
·
7
RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers
2024
·
Eunji Kwon
, Minxuan Zhou
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
6
GRLC: grid-based run-length compression for energy-efficient CNN accelerator
2020
·
Yoonho Park
, Yesung Kang
, et al.
·
International Symposium on Low Power Electronics and Design (ISLPED)
·
6
PDF
Late Breaking Results: Reinforcement Learning-based Power Management Policy for Mobile Device Systems
2020
·
Eunji Kwon
, Sodam Han
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
6
Electrosynthesis of 1,1-Bis(difluoromethyl)alkenes via Twofold C−H Difluoromethylation as Bioisosteres of Elusive 1,1-Enediols
2026
·
Seonyoung Kim
, Eunji Kwon
, et al.
·
Nature Communications
·
2
PDF
Autonomous Model Quantization Framework for Hybrid Vision Transformers Based on Reinforcement Learning
2025
·
Eunji Kwon
, Tajana Rosing
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
2
FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks
2023
·
Haena Song
, Jongho Yoon
, et al.
·
Design, Automation, and Test in Europe
·
1
Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning
2023
·
Aeri Kim
, Seungju Lee
, et al.
·
Lecture notes in computer science
·
1
Approach to Improve the Performance Using Bit-level Sparsity in Neural Networks
2021
·
Yesung Kang
, Eunji Kwon
, et al.
·
Design, Automation, and Test in Europe
·
1
Analysis and Solution of CNN Accuracy Reduction over Channel Loop Tiling
2020
·
Yesung Kang
, Yoonho Park
, et al.
·
Design, Automation, and Test in Europe
·
1
TACo: Training-Free, Hardware-Aware ViT Architecture Search with a Hypervolume-Based Unified Zero-Cost Score
2026
·
Eunji Kwon
·
ACM/IEEE Design Automation Conference (DAC)
PDF
PredLM: A Sparse Large Language Model Decoding Accelerator With Hardware-Efficient Zero-Activation Prediction
2026
·
Seunghyun Moon
, Seowon Ji
, et al.
·
IEEE Transactions on Circuits & Systems II Express Briefs
Efficient Down-sampling in Hybrid Neural Networks using Adversarial Autoencoders
2026
·
Jonghyeon Nam
, JoonSeok Kim
, et al.
·
Design, Automation, and Test in Europe
DeltaTrack: Flow-Driven Multiple Object Tracking Accelerator With Variable LSB Approximation for Real-Time and Energy-Efficient Video Analytics
2025
·
Seunghyun Moon
, Eunji Kwon
·
IEEE Transactions on Circuits & Systems II Express Briefs
QSLR: Post-Training Compression via Quantized Sparse and Low-Rank Factorization
2025
·
Eunji Kwon
·
IEEE Access
Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs
2019
·
Eunji Kwon
, Yesung Kang
, et al.
·
International SoC Design Conference
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Works count:
20
Citation count:
83
H-index:
6
I10-index:
3
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