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Jung-Woo Chang
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An Energy-Efficient FPGA-based Deconvolutional Neural Networks Accelerator for Single Image Super-Resolution
JW Chang, KW Kang, SJ Kang
IEEE Transactions on Circuits and Systems for Video Technology 30 (1), 281 - 295, 2020
1062020
Optimizing FPGA-based convolutional neural networks accelerator for image super-resolution
JW Chang, SJ Kang
2018 23rd Asia and south pacific design automation conference (ASP-DAC), 343-348, 2018
452018
Towards design methodology of efficient fast algorithms for accelerating generative adversarial networks on FPGAs
JW Chang, S Ahn, KW Kang, SJ Kang
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 283-288, 2020
202020
An efficient accelerator design methodology for deformable convolutional networks
S Ahn, JW Chang, SJ Kang
2020 IEEE International Conference on Image Processing (ICIP), 3075-3079, 2020
142020
SDCNN: An efficient sparse deconvolutional neural network accelerator on FPGA
JW Chang, KW Kang, SJ Kang
2019 design, automation & test in europe conference & exhibition (date), 968-971, 2019
142019
AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks
M Javaheripi, JW Chang, F Koushanfar
ACM Journal on Emerging Technologies in Computing Systems 19 (1), 1-20, 2022
112022
RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression
JW Chang, M Javaheripi, S Hidano, F Koushanfar
30th Annual Network & Distributed System Security Symposium (NDSS 2023), 2023
9*2023
Real-time vehicle detection and tracking algorithm for forward vehicle collision warning
JW Chang, SJ Kang
JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE 18 (5), 547-559, 2018
32018
Real-time temporal quality compensation technique for head mounted displays
JW Chang, SJ Kang, MW Seo, SW Choi, SL Lee, HC Lee, EY Oh, JS Baek
SIGGRAPH Asia 2017 Posters, 1-2, 2017
32017
TouchNAS: Efficient touch detection model design methodology for resource-constrained devices
S Ahn, JW Chang, HS Yoon, SJ Kang
IEEE Sensors Journal 22 (7), 6784-6792, 2022
22022
Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems
JW Chang, K Sun, N Heydaribeni, S Hidano, X Zhang, F Koushanfar
arXiv preprint arXiv:2311.00207, 2023
2023
VideoFlip: Adversarial Bit Flips for Reducing Video Service Quality
JW Chang, M Javaheripi, F Koushanfar
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
2023
NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression
JW Chang, N Sheybani, SS Hussain, M Javaheripi, S Hidano, ...
ICLR 2023 Workshop on ML4IoT, 2023
2023
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