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Pohang University of Science and Technology: Pohang, Gyeongsangbuk-do, KR

2018-03-16 to present | Assistant Professor (Department of Electrical Engineering)
Employment
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Seokhyeong Kang

Works (21)

MA-Opt: Reinforcement Learning-Based Analog Circuit Optimization Using Multi-Actors

IEEE Transactions on Circuits and Systems I: Regular Papers
2024 | Journal article
DOI: 10.1109/TCSI.2024.3356582
Contributors: Youngchang Choi; Sejin Park; Minjeong Choi; Kyongsu Lee; Seokhyeong Kang
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Mobile Transformer Accelerator Exploiting Various Line Sparsity and Tile-Based Dynamic Quantization

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024 | Journal article
DOI: 10.1109/TCAD.2023.3347291
Contributors: Eunji Kwon; Jongho Yoon; Seokhyeong Kang
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Crossref

TA3D: Timing-Aware 3D IC Partitioning and Placement by Optimizing the Critical Path

2024-09-09 | Conference paper
DOI: 10.1145/3670474.3685957
Contributors: Donggyu Kim; Minjae Kim; Junseok Hur; Jakang Lee; Jinoh Cho; Seokhyeong Kang
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HiLight: A Comprehensive Framework for High-Performance and Lightweight Scalability in Surface Code Communication

2024-06-23 | Conference paper
DOI: 10.1145/3649329.3655980
Contributors: Sunghye Park; Dohun Kim; Seokhyeong Kang
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PPA-Relevant Clustering-Driven Placement for Large-Scale VLSI Designs

2024-06-23 | Conference paper
DOI: 10.1145/3649329.3655991
Contributors: Andrew Kahng; Seokhyeong Kang; Sayak Kundu; Kyungjun Min; Seonghyeon Park; Bodhisatta Pramanik
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Crossref

RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers

2024-06-23 | Conference paper
DOI: 10.1145/3649329.3656231
Contributors: Eunji Kwon; Minxuan Zhou; Weihong Xu; Tajana Rosing; Seokhyeong Kang
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Crossref

SkyPlace: A New Mixed-size Placement Framework using Modularity-based Clustering and SDP Relaxation

2024-06-23 | Conference paper
DOI: 10.1145/3649329.3655984
Contributors: Jaekyung Im; Seokhyeong Kang
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Crossref

Invited: Acceleration on Physical Design: Machine Learning-based Routability Optimization

2023-11-02 | Conference paper
DOI: 10.1145/3632409.3632840
Contributors: Seonghyeon Park; Daeyeon Kim; Seokhyeong Kang
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Crossref

Construction of Realistic Place-and-Route Benchmarks for Machine Learning Applications

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2023-06 | Journal article
DOI: 10.1109/TCAD.2022.3209530
Contributors: Daeyeon Kim; Sung-Yun Lee; Kyungjun Min; Seokhyeong Kang
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Crossref

Optimizing Ternary Multiplier Design With Fast Ternary Adder

IEEE Transactions on Circuits and Systems II: Express Briefs
2023-02 | Journal article
DOI: 10.1109/TCSII.2022.3210282
Contributors: Jongho Yoon; Seunghan Baek; Sunmean Kim; Seokhyeong Kang
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Crossref

Lightweight Speaker Recognition in Poincaré Spaces

IEEE Signal Processing Letters
2022 | Journal article
DOI: 10.1109/LSP.2021.3129695
Contributors: Jieun Lee; Kim Sung-Bin; Seokhyeong Kang; Tae-Hyun Oh
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Crossref

A 40-nm Cryo-CMOS Quantum Controller IC for Superconducting Qubit

IEEE Journal of Solid-State Circuits
2022-11 | Journal article
DOI: 10.1109/JSSC.2022.3198663
Contributors: Kiseo Kang; Donggyu Minn; Seongun Bae; Jaeho Lee; Seokhyeong Kang; Moonjoo Lee; Ho-Jin Song; Jae-Yoon Sim
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Crossref

CHAMP: Channel Merging Process for Cost-Efficient Highly-Pruned CNN Acceleration

IEEE Transactions on Circuits and Systems I: Regular Papers
2022-08 | Journal article
DOI: 10.1109/TCSI.2022.3174531
Contributors: Hyeokjun Kwon; Younghoon Byun; Seokhyeong Kang; Youngjoo Lee
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Crossref

Fluctuation-Based Fade Detection for Local Scene Changes

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3125731
Contributors: Sangho Yoon; Chanhee Lee; Ho Sub Lee; Young Hwan Kim; Seokhyeong Kang
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Crossref

Reinforcement Learning-Based Power Management Policy for Mobile Device Systems

IEEE Transactions on Circuits and Systems I: Regular Papers
2021-10 | Journal article
DOI: 10.1109/TCSI.2021.3103503
Contributors: Eunji Kwon; Sodam Han; Yoonho Park; Jongho Yoon; Seokhyeong Kang
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Crossref

Low-Power Ternary Multiplication Using Approximate Computing

IEEE Transactions on Circuits and Systems II: Express Briefs
2021-08 | Journal article
DOI: 10.1109/TCSII.2021.3068971
Contributors: Sunmean Kim; Yesung Kang; Seunghan Baek; Youngchang Choi; Seokhyeong Kang
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Crossref

Enhanced Power Delivery Pathfinding for Emerging 3-D Integration Technology

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2021-04 | Journal article
DOI: 10.1109/TVLSI.2020.3041665
Contributors: Andrew B. Kahng; Seokhyeong Kang; Seungwon Kim; Bangqi Xu
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Variation-Aware SRAM Cell Optimization Using Deep Neural Network-Based Sensitivity Analysis

IEEE Transactions on Circuits and Systems I: Regular Papers
2021-04 | Journal article
DOI: 10.1109/TCSI.2021.3052985
Contributors: Hyunjeong Kwon; Daeyeon Kim; Young Hwan Kim; Seokhyeong Kang
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Crossref

Additive Statistical Leakage Analysis Using Exponential Mixture Model

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2020-12 | Journal article
DOI: 10.1109/TCAD.2020.2975154
Contributors: Hyunjeong Kwon; Sung-Yun Lee; Young Hwan Kim; Seokhyeong Kang
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Crossref

A Logic Synthesis Methodology for Low-Power Ternary Logic Circuits

IEEE Transactions on Circuits and Systems I: Regular Papers
2020-09 | Journal article
DOI: 10.1109/TCSI.2020.2990748
Contributors: Sunmean Kim; Sung-Yun Lee; Sunghye Park; Kyung Rok Kim; Seokhyeong Kang
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Crossref

Compact Topology-Aware Bus Routing for Design Regularity

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2020-08 | Journal article
DOI: 10.1109/TCAD.2019.2926484
Contributors: Daeyeon Kim; Sanggi Do; Sung-Yun Lee; Seokhyeong Kang
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