Seokhyeong Kang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 85

Top Venues

DATE

ISOCC

IEEE Access

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Sung-Yun Lee, Kyungjun Min, Seokhyeong Kang
CTRL-B: Back-End-Of-Line Configuration Pathfinding Using Cross-Technology Transferable Reinforcement Learning. DATE (2024)
Ho-Jin Lee, Kyeong-Jun Lee, Youngchang Choi, Kyongsu Lee, Seokhyeong Kang, Jae-Yoon Sim
Trans-Net: Knowledge-Transferring Analog Circuit Optimizer with a Netlist-Based Circuit Representation. DATE (2024)
Andrew B. Kahng, Seokhyeong Kang, Minhyuk Kweon
Improvement of Mixed Track - Height Standard-Cell Placement. DATE (2024)
Seungju Lee, Kyumin Cho, Eunji Kwon, Sejin Park, Seojeong Kim, Seokhyeong Kang
ViT- ToGo: Vision Transformer Accelerator with Grouped Token Pruning. DATE (2024)
Youngchang Choi, Sejin Park, Minjeong Choi, Kyongsu Lee, Seokhyeong Kang
MA-Opt: Reinforcement Learning-Based Analog Circuit Optimization Using Multi-Actors. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (5) (2024)
Jaemin Seo, Sejin Park, Seokhyeong Kang
Unveiling the Black-Box: Leveraging Explainable AI for FPGA Design Space Optimization. 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)
Seongbin Kwon, Dohun Kim, Sunghye Park, Seojeong Kim, Seokhyeong Kang
QNSA: Quantum Neural Simulated Annealing for Combinatorial Optimization. ISQED (2024)
Ludwig Schmid, Sunghye Park, Seokhyeong Kang, Robert Wille
Hybrid Circuit Mapping: Leveraging the Full Spectrum of Computational Capabilities of Neutral Atom Quantum Computers. CoRR (2023)
Seonghyeon Park, Daeyeon Kim, Seokhyeong Kang
Invited: Acceleration on Physical Design: Machine Learning-based Routability Optimization. SLIP (2023)
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)
Jaeseung Lee, Sejin Park, Minhyeok Kweon, Seokhyeong Kang
Machine Learning-based Fast Circuit Simulation for Analog Circuit Array. MLCAD (2023)
Donggyu Kim, Jakang Lee, Seokhyeong Kang
Advanced Parasitic Capacitance Extraction using Active Learning. ISOCC (2023)
Jongho Yoon, Seunghan Baek, Sunmean Kim, Seokhyeong Kang
Optimizing Ternary Multiplier Design With Fast Ternary Adder. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Junseok Hur, Jaekyung Im, Seokhyeong Kang
Placement Initialization via Community Detection. ISOCC (2023)
Youngchang Choi, Minjeong Choi, Kyongsu Lee, Seokhyeong Kang
MA-Opt: Reinforcement Learning-based Analog Circuit Optimization using Multi-Actors. DATE (2023)
Daeyeon Kim, Sung-Yun Lee, Kyungjun Min, Seokhyeong Kang
Construction of Realistic Place-and-Route Benchmarks for Machine Learning Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Sejin Park, Youngchang Choi, Seokhyeong Kang
Soft Actor-Critic Reinforcement Learning-Based Optimization for Analog Circuit Sizing. ISOCC (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)
Jaekyung Im, Seokhyeong Kang
Graph Partitioning Approach for Fast Quantum Circuit Simulation. ASP-DAC (2023)
Kyungjun Min, Seongbin Kwon, Sung-Yun Lee, Dohun Kim, Sunghye Park, Seokhyeong Kang
ClusterNet: Routing Congestion Prediction and Optimization Using Netlist Clustering and Graph Neural Networks. ICCAD (2023)
Daeyeon Kim, Jakang Lee, Seokhyeong Kang
Routability Prediction using Deep Hierarchical Classification and Regression. DATE (2023)
Minjeong Choi, Youngchang Choi, Kyongsu Lee, Seokhyeong Kang
Reinforcement Learning-based Analog Circuit Optimizer using gm/ID for Sizing. DAC (2023)
Jakang Lee, Jaeseung Lee, Seonghyeon Park, Seokhyeong Kang
Multi-Source Transfer Learning for Design Technology Co-Optimization. ISLPED (2023)
Seonghyeon Park, Daeyeon Kim, Seongbin Kwon, Seokhyeong Kang
Routability Prediction and Optimization Using Explainable AI. ICCAD (2023)
Sung-Yun Lee, Seonghyeon Park, Daeyeon Kim, Minjae Kim, Tuyen P. Le, Seokhyeong Kang
RL-Legalizer: Reinforcement Learning-based Cell Priority Optimization in Mixed-Height Standard Cell Legalization. DATE (2023)
Sunghye Park, Dohun Kim, Jae-Yoon Sim, Seokhyeong Kang
MCQA: Multi-Constraint Qubit Allocation for Near-FTQC Device. ICCAD (2022)
Hyeokjun Kwon, Younghoon Byun, Seokhyeong Kang, Youngjoo Lee
CHAMP: Channel Merging Process for Cost-Efficient Highly-Pruned CNN Acceleration. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (8) (2022)
Myong Kong, Daeyeon Kim, Minhyuk Kweon, Seokhyeong Kang
GAN-Dummy Fill: Timing-aware Dummy Fill Method using GAN. ACM Great Lakes Symposium on VLSI (2022)
Kiseo Kang, Donggyu Minn, Seunghun Bae, Jaeho Lee, Seongun Bae, Gichang Jung, Seokhyeong Kang, Moonjoo Lee, Ho-Jin Song, Jae-Yoon Sim
A Cryo-CMOS Controller IC With Fully Integrated Frequency Generators for Superconducting Qubits. ISSCC (2022)
Kiseo Kang, Donggyu Minn, Seongun Bae, Jaeho Lee, Seokhyeong Kang, Moonjoo Lee, Ho-Jin Song, Jae-Yoon Sim
A 40-nm Cryo-CMOS Quantum Controller IC for Superconducting Qubit. IEEE J. Solid State Circuits 57 (11) (2022)
Aeri Kim, Seungju Lee, Eunji Kwon, Seokhyeong Kang
Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning. ACCV (1) (2022)
Sunghye Park, Daeyeon Kim, Minhyuk Kweon, Jae-Yoon Sim, Seokhyeong Kang
A fast and scalable qubit-mapping method for noisy intermediate-scale quantum computers. DAC (2022)
Sung-Yun Lee, Daeyeon Kim, Kyungjun Min, Seokhyeong Kang
Signal-Integrity-Aware Interposer Bus Routing in 2.5D Heterogeneous Integration. ASP-DAC (2022)
Dongyun Kam, Jung Gyu Min, Jongho Yoon, Sunmean Kim, Seokhyeong Kang, Youngjoo Lee
Design and Evaluation Frameworks for Advanced RISC-based Ternary Processor. DATE (2022)
Jihye Park, Seokhyeong Kang
CPR: Crossbar-grain Pruning for an RRAM-based Accelerator with Coordinate-based Weight Mapping. ICCD (2022)
Jieun Lee, Kim Sung-Bin, Seokhyeong Kang, Tae-Hyun Oh
Lightweight Speaker Recognition in Poincaré Spaces. IEEE Signal Process. Lett. 29 (2022)
Chanhee Lee, Sangho Yoon, Seokhyeong Kang
Components Analysis on Audio Signal Mixtures. ISOCC (2021)
Seunggyu Lee, Jongho Yoon, Jakang Lee, Seokhyeong Kang
Giga-sample Data Acquisition Method for High-speed DDR5 SDRAM. ISOCC (2021)
Aeri Kim, Seokhyeong Kang
Data Protection Method for Flash Memory in Serial Peripheral Interface. ISOCC (2021)
Daeyeon Kim, Hyun-jeong Kwon, Sung-Yun Lee, Seungwon Kim, Mingyu Woo, Seokhyeong Kang
Machine Learning Framework for Early Routability Prediction with Artificial Netlist Generator. DATE (2021)
Minjeong Choi, Youngchang Choi, Sunmean Kim, Seokhyeong Kang
Ternary Sense Amplifier Design for Ternary SRAM. ISOCC (2021)
Youngchang Choi, Sunmean Kim, Kyongsu Lee, Seokhyeong Kang
Design and Analysis of a Low-Power Ternary SRAM. ISCAS (2021)
Dongyun Kam, Jung Gyu Min, Jongho Yoon, Sunmean Kim, Seokhyeong Kang, Youngjoo Lee
Design and Evaluation Frameworks for Advanced RISC-based Ternary Processor. CoRR (2021)
Jaekyung Im, Seokhyeong Kang
Comparative Analysis between Verilog and Chisel in RISC-V Core Design and Verification. ISOCC (2021)
Hyun-jeong Kwon, Daeyeon Kim, Young Hwan Kim, Seokhyeong Kang
Variation-Aware SRAM Cell Optimization Using Deep Neural Network-Based Sensitivity Analysis. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (4) (2021)
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)
Jiyoung Min, Sunmean Kim, Seokhyeong Kang
Memcapacitor based Minimum and Maximum Gate Design. ISOCC (2021)
Sangho Yoon, Chanhee Lee, Ho Sub Lee, Young Hwan Kim, Seokhyeong Kang
Fluctuation-Based Fade Detection for Local Scene Changes. IEEE Access 9 (2021)
Sunghoon Kim, Hyun-jeong Kwon, Eunji Kwon, Youngchang Choi, Tae-Hyun Oh, Seokhyeong Kang
MDARTS: Multi-objective Differentiable Neural Architecture Search. DATE (2021)
Sunmean Kim, Yesung Kang, Seunghan Baek, Youngchang Choi, Seokhyeong Kang
Low-Power Ternary Multiplication Using Approximate Computing. IEEE Trans. Circuits Syst. II Express Briefs 68 (8) (2021)
Andrew B. Kahng, Seokhyeong Kang, Seungwon Kim, Bangqi Xu
Enhanced Power Delivery Pathfinding for Emerging 3-D Integration Technology. IEEE Trans. Very Large Scale Integr. Syst. 29 (4) (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)
Kiseo Kang, ByungJun Kim, Gahyun Choi, Sun-Kyung Lee, Jisoo Choi, Jaeho Lee, Seokhyeong Kang, Moonjoo Lee, Ho-Jin Song, Yonuk Chong, Jae-Yoon Sim
A 5.5mW/Channel 2-to-7 GHz Frequency Synthesizable Qubit-Controlling Cryogenic Pulse Modulator for Scalable Quantum Computers. VLSI Circuits (2021)
Kiyung Kim, Sunmean Kim, Yongsu Lee, Daeyeon Kim, So-Young Kim, Seokhyeong Kang, Byoung Hun Lee
Extreme Low Power Technology using Ternary Arithmetic Logic Circuits via Drastic Interconnect Length Reduction. ISMVL (2020)
Sunmean Kim, Sung-Yun Lee, Sunghye Park, Kyung Rok Kim, Seokhyeong Kang
A Logic Synthesis Methodology for Low-Power Ternary Logic Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2020)
Seunghan Baek, Sunmean Kim, Youngchang Choi, Seokhyeong Kang
MTCMOS-based Ternary to Binary Converter. ISOCC (2020)
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)
Hyun-jeong Kwon, Sung-Yun Lee, Young Hwan Kim, Seokhyeong Kang
Additive Statistical Leakage Analysis Using Exponential Mixture Model. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (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)
Daeyeon Kim, SangGi Do, Sung-Yun Lee, Seokhyeong Kang
Compact Topology-Aware Bus Routing for Design Regularity. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (8) (2020)
Sodam Han, Yonghee Yun, Young Hwan Kim, Seokhyeong Kang
Proactive Scenario Characteristic-Aware Online Power Management on Mobile Systems. IEEE Access 8 (2020)
Youngchang Choi, Sunmean Kim, Seunghan Baek, Seokhyeong Kang
Low-Power 4-Trit Current-Steering DAC for Ternary Data Conversion. ISOCC (2020)
Ho Sub Lee, Gyu Jin Bae, Sung In Cho, Young Hwan Kim, Seokhyeong Kang
SmartGrid: Video Retargeting With Spatiotemporal Grid Optimization. IEEE Access 7 (2019)
Eunji Kwon, Yesung Kang, Seokhyeong Kang
Outlier-aware Time-multiplexing MAC for Higher Energy-Efficiency on CNNs. ISOCC (2019)
SangGi Do, Mingyu Woo, Seokhyeong Kang
Fence-Region-Aware Mixed-Height Standard Cell Legalization. ACM Great Lakes Symposium on VLSI (2019)
Sunmean Kim, Sung-Yun Lee, Sunghye Park, Seokhyeong Kang
Design of Quad-Edge-Triggered Sequential Logic Circuits for Ternary Logic. ISMVL (2019)
Sunghye Park, Sunmean Kim, Seokhyeong Kang
Multi-Threshold Voltages Graphene Barristor-Based Ternary ALU. ISOCC (2019)
Seungwon Kim, Ki Jin Han, Youngmin Kim, Seokhyeong Kang
Power Integrity Coanalysis Methodology for Multi-Domain High-Speed Memory Systems. IEEE Access 7 (2019)
Andrew B. Kahng, Seokhyeong Kang, Seungwon Kim, Kambiz Samadi, Bangqi Xu
Power Delivery Pathfinding for Emerging Die-to-Wafer Integration Technology. DATE (2019)
Sung-Yun Lee, Sunmean Kim, Seokhyeong Kang
Ternary Logic Synthesis with Modified Quine-McCluskey Algorithm. ISMVL (2019)
Seungwon Kim, Ki Jin Han, Youngmin Kim, Seokhyeong Kang
Fast chip-package-PCB coanalysis methodology for power integrity of multi-domain high-speed memory: A case study. DATE (2018)
Hyun-jeong Kwon, Mingyu Woo, Young Hwan Kim, Seokhyeong Kang
Statistical Leakage Analysis Using Gaussian Mixture Model. IEEE Access 6 (2018)
Hyun-jeong Kwon, Young Hwan Kim, Seokhyeong Kang
Estimation of Leakage Distribution Utilizing Gaussian Mixture Model. ISOCC (2018)
Hyun-jeong Kwon, Jae Hoon Kim, Seokhyeong Kang, Young Hwan Kim
SoftCorner: Relaxation of Corner Values for Deterministic Static Timing Analysis of VLSI Systems. IEEE Access 6 (2018)
Sunmean Kim, Taeho Lim, Seokhyeong Kang
An optimal gate design for the synthesis of ternary logic circuits. ASP-DAC (2018)
Seungwon Kim, SangGi Do, Seokhyeong Kang
Fast Predictive Useful Skew Methodology for Timing-Driven Placement Optimization. DAC (2017)
Mingyu Woo, Seungwon Kim, Seokhyeong Kang
GRASP based metaheuristics for layout pattern classification. ICCAD (2017)
Yesung Kang, Jaewoo Kim, Sunmin Kim, Sunhae Shin, E-San Jang, Jae Won Jeong, Kyung Rok Kim, Seokhyeong Kang
A Novel Ternary Multiplier Based on Ternary CMOS Compact Model. ISMVL (2017)
SangGi Do, Seungwon Kim, Seokhyeong Kang
Skew control methodology for useful-skew implementation. ISOCC (2016)
Sangmin Kim, Seokhyeong Kang, Youngsoo Shin
Synthesis of Dual-Mode Circuits Through Library Design, Gate Sizing, and Clock-Tree Optimization. ACM Trans. Design Autom. Electr. Syst. 21 (3) (2016)
Yesung Kang, Jaewoo Kim, Seokhyeong Kang
Novel approximate synthesis flow for energy-efficient FIR filter. ICCD (2016)
Seungwon Kim, Seokhyeong Kang, Ki Jin Han, Youngmin Kim
Novel Adaptive Power-Gating Strategy and Tapered TSV Structure in Multilayer 3D IC. ACM Trans. Design Autom. Electr. Syst. 21 (3) (2016)
Sangmin Kim, Seungwhun Paik, Seokhyeong Kang, Youngsoo Shin
Wakeup scheduling and its buffered tree synthesis for power gating circuits. Integr. 53 (2016)
Jaemin Lee, Seungwon Kim, Youngmin Kim, Seokhyeong Kang
An optimal operating point by using error monitoring circuits with an error-resilient technique. VLSI-SoC (2015)
Andrew B. Kahng, Seokhyeong Kang, Jiajia Li, José Pineda de Gyvez
An Improved Methodology for Resilient Design Implementation. ACM Trans. Design Autom. Electr. Syst. 20 (4) (2015)
Andrew B. Kahng, Seokhyeong Kang, Jiajia Li
A new methodology for reduced cost of resilience. ACM Great Lakes Symposium on VLSI (2014)
Andrew B. Kahng, Seokhyeong Kang, Hyein Lee, Igor L. Markov, Pankit Thapar
High-performance gate sizing with a signoff timer. ICCAD (2013)
Andrew B. Kahng, Seokhyeong Kang, Tajana Simunic Rosing, Richard D. Strong
Many-Core Token-Based Adaptive Power Gating. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (8) (2013)
Wei-Ting Jonas Chan, Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori
Statistical analysis and modeling for error composition in approximate computation circuits. ICCD (2013)
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori
Enhancing the Efficiency of Energy-Constrained DVFS Designs. IEEE Trans. Very Large Scale Integr. Syst. 21 (10) (2013)
Andrew B. Kahng, Seokhyeong Kang, Hyein Lee, Siddhartha Nath, Jyoti Wadhwani
Learning-based approximation of interconnect delay and slew in signoff timing tools. SLIP (2013)
Andrew B. Kahng, Seokhyeong Kang, Bongil Park
Active-mode leakage reduction with data-retained power gating. DATE (2013)
Andrew B. Kahng, Seokhyeong Kang, Hyein Lee
Smart non-default routing for clock power reduction. DAC (2013)
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori
Recovery-Driven Design: Exploiting Error Resilience in Design of Energy-Efficient Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31 (3) (2012)
Kwangok Jeong, Andrew B. Kahng, Seokhyeong Kang, Tajana Simunic Rosing, Richard D. Strong
MAPG: Memory access power gating. DATE (2012)
Andrew B. Kahng, Seokhyeong Kang, Tajana Rosing, Richard D. Strong
TAP: token-based adaptive power gating. ISLPED (2012)
Jin Hu, Andrew B. Kahng, Seokhyeong Kang, Myung-Chul Kim, Igor L. Markov
Sensitivity-guided metaheuristics for accurate discrete gate sizing. ICCAD (2012)
Andrew B. Kahng, Seokhyeong Kang
Construction of realistic gate sizing benchmarks with known optimal solutions. ISPD (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Seokhyeong Kang