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Duseok Kang
ORCID
Publication Activity (10 Years)
Years Active: 2016-2022
Publications (10 Years): 12
Top Topics
Code Generation
Single Processor
Fault Injection
Neural Architecture
Top Venues
CASES
ICST
ISQED
CoRR
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Publications
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Keonjoo Lee
,
Donghyun Kang
,
Duseok Kang
,
Soonhoi Ha
Analysis of the Effect of Off-chip Memory Access on the Performance of an NPU System.
ISQED
(2022)
Duseok Kang
,
Donghyun Kang
,
Soonhoi Ha
Multi-Bank On-Chip Memory Management Techniques for CNN Accelerators.
IEEE Trans. Computers
71 (5) (2022)
Jaeseong Lee
,
Jungsub Rhim
,
Duseok Kang
,
Soonhoi Ha
SNAS: Fast Hardware-Aware Neural Architecture Search Methodology.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (11) (2022)
Duseok Kang
,
Jinwoo Oh
,
Jongwoo Choi
,
Youngmin Yi
,
Soonhoi Ha
Scheduling of Deep Learning Applications Onto Heterogeneous Processors in an Embedded Device.
IEEE Access
8 (2020)
Jaeseong Lee
,
Duseok Kang
,
Soonhoi Ha
S3NAS: Fast NPU-aware Neural Architecture Search Methodology.
CoRR
(2020)
Barend Harris
,
Mansureh S. Moghaddam
,
Duseok Kang
,
Inpyo Bae
,
Euiseok Kim
,
Hyemi Min
,
Hansu Cho
,
Sukjin Kim
,
Bernhard Egger
,
Soonhoi Ha
,
Kiyoung Choi
Architectures and algorithms for user customization of CNNs.
ASP-DAC
(2018)
Duseok Kang
,
Euiseok Kim
,
Inpyo Bae
,
Bernhard Egger
,
Soonhoi Ha
C-GOOD: C-code generation framework for optimized on-device deep learning.
ICCAD
(2018)
Duseok Kang
,
Donghyun Kang
,
Jintaek Kang
,
Sungjoo Yoo
,
Soonhoi Ha
Joint optimization of speed, accuracy, and energy for embedded image recognition systems.
DATE
(2018)
Bernhard Egger
,
Hochan Lee
,
Duseok Kang
,
Mansureh S. Moghaddam
,
Youngchul Cho
,
Yeonbok Lee
,
Sukjin Kim
,
Soonhoi Ha
,
Kiyoung Choi
A space- and energy-efficient code Compression/Decompression technique for coarse-grained reconfigurable architectures.
CGO
(2017)
Eunjin Jeong
,
Namgoo Lee
,
Jinhan Kim
,
Duseok Kang
,
Soonhoi Ha
FIFA: A Kernel-Level Fault Injection Framework for ARM-Based Embedded Linux System.
ICST
(2017)
Mansureh S. Moghaddam
,
Barend Harris
,
Duseok Kang
,
Inpyo Bae
,
Euiseok Kim
,
Hyemi Min
,
Hansu Cho
,
Sukjin Kim
,
Bernhard Egger
,
Soonhoi Ha
,
Kiyoung Choi
Incremental training of CNNs for user customization: work-in-progress.
CASES
(2017)
Shin-Haeng Kang
,
Duseok Kang
,
Hoeseok Yang
,
Soonhoi Ha
Real-time co-scheduling of multiple dataflow graphs on multi-processor systems.
DAC
(2016)