Woosung Kang
Welcome to my website :)
I'm a Ph.D. candidate in the Department of Electrical Engineering and Computer Science at DGIST. I am a member of the Real-Time Computing Lab at DGIST, advised by Prof. Hoon Sung Chwa. Previously, I completed my B.S. in Undergraduate Studies at DGIST.
My research interests include real-time systems and deep learning. I've worked on developing deep learning frameworks and solutions to efficiently use the limited resources in the embedded system for real-time DNNs.
If you have any questions or comments, please feel free to contact me at woosungkang (at) dgist.ac.kr
Education
March 2019 ~ Present
Integrated M.S. & Ph.D. Student, Real-Time Computing Lab (RTCL), DGIST
March 2014 ~ February 2019
Bachelor’s Degree in School of Undergraduate Studies, DGIST
Experience
March 2018 ~ February 2019
UGRP(Undergraduate Group Research Program)
*Thesis: Innovative medical service with AI Technology
July 2018 ~ August 2018
Undergraduate Summer Internship, DGIST
March 2017 ~ February 2018
UGRP(Undergraduate Group Research Program)
*Thesis: Algorithm research and GPU programming for big data analysis in the form of graphs
June 2016 ~ July 2016
Undergraduate Research Assistant, DGIST
June 2014 ~ August 2014
FGLP(Freshmen Global Leadership Program), UC Berkeley, California, USA
Teaching
March 2020 ~ June 2020
Teaching Assistant, Real-Time Embedded Systems, DGIST
September 2019 ~ December 2019
Teaching Assistant, Computer Algorithm, DGIST
Recognition
December 2021
Student Travel Award, RTSS 2021
February 2019
AI Hackathon 2018 (AI Vision) Finial, Naver
Publiciation
International Conference
RT-Swap: Addressing GPU Memory Bottlenecks for Real-Time Multi-DNN Inference [homepage]
Woosung Kang, Jinkyu Lee, Youngmoon Lee, Sangeun Oh, Kilho Lee, Hoon Sung Chwa
In 30th IEEE Real-Time Embedded Technology and Applications Symposium (RTAS 2024), Hong Kong, China, May 2024DNN-SAM: Split-and-Merge DNN Execution for Real-Time Object Detection [homepage]
Woosung Kang, Siwoo Chung, Jeremy Yuhyun Kim, Youngmoon Lee, Kilho Lee, Jinkyu Lee, Kang G. Shin, Hoon Sung Chwa
In 28th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2022), Milano, Italy, May 2022LaLaRAND: Flexible Layer-by-Layer CPU/GPU Scheduling for Real-Time DNN Tasks [homepage]
Woosung Kang, Kilho Lee, Jinkyu Lee, Insik Shin, Hoon Sung Chwa
In 42nd IEEE Real-Time Systems Symposium (RTSS 2021) Dortmund, Germany, December 2021
Others
Paste-and-Cut: Collective Image Localization and Classification for Real-Time Multi-Camera Object Detection
Young Eun Kang, Woosung Kang, Taehun Lee, Hoon Sung Chwa
The 14th International Conference on ICT Convergence (ICTC 2023), Jeju, Korea, October 2023(Poster) Efficient Real-Time Object Detection with Adaptive Image Scaling and Cropping
Siwoo Chung, Woosung Kang, Youngmoon Lee, Kilho Lee, Kang G. Shin and Hoon Sung Chwa
In 58th Design Automation Conference (DAC 2021), San Francisco, CA, USA, December 2021