Namkyung Yoon
About
Hello! I am currently a doctoral student at Korea University, deeply engaged in the compelling field of deep learning, with a specific focus on attention mechanisms. My fascination with these complex models is rooted in the belief that they hold the potential to radically transform how we address intricate problems, particularly within Electrical and Electronic Engineering. My objective is to incorporate deep learning into a diverse array of sectors in this field, thereby enhancing conventional methodologies with the remarkable capabilities of artificial intelligence. As I persist in bridging the gap between theoretical inquiry and practical application, my goal is to bring innovative concepts into reality, enhancing the current state of affairs with cutting-edge technology. I invite you to join me on this journey, as we extend the limits of what is conceivable, using deep learning to redefine the future of Electrical and Electronic Engineering.
Research Interests
Deep Learning
Attention Mechanism
Generative AI
Exploratory Data Analysis
Contact
yoonnamkyung93 AT gmail DOT com
Education
Korea University, Seoul, Republic of Korea
MS/Ph.D., Electrical Engineering, Feb 2021 - Present
Adviser: Professor Hwangnam Kim
Research Experiences
Smart Network Research Department (Korea Electronics Technology Institute) Researcher (Aug 2020 ~ Feb 2021)
Publications
International Conferences
"SSDNE: Semi-realistic SDN Environment for Improving Network Emulation"Â
Namkyung Yoon and Hwangnam Kim
ICNGC, Jeju, Korea , November 2021
Domestic Conferences
"Study on Improving Network Reliability for Swarming Robots"
Hyeontae Joo, Namkyung Yoon, and Hwangnam Kim
The 18th Korea Robotics Society Annual Conference, February, 2023
"Leveraging Blockchain for Ensuring SDN Reliability"
Seoeun Choi, Taehoon Yoo, Namkyung Yoon, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, June 2022
"Simulating Multiple Unmanned Vehicle Control based on Software-Defined Networks"
Seunghwan Lee, Hyeontae Joo, Namkyung Yoon, and Hwangnam Kim
Proc. Korea Institute of Military Science and Technology, June 2022
"Data Augmentation using Generative Adversarial Network for Gas Chromatography Analysis"
Namkyung Yoon and Hwangnam Kim
Proc. Korean Society of Chemical, Biological and Radiological Defense, March 2022
"Integrating virtual and physical networks based on software-defined network"
Namkyung Yoon, Seongjoon Park and Hwangnam Kim
Proc. Korea Institute of Military Science and Technology, November 2021
Patents
Seongjoon Park, Jaeseung Lee, Namkyung Yoon, "METHOD OF REDUCING SMART CONTRACT FEE OF DAPP" (applied, 10-2021-0141288).
Hwangnam Kim, Namkyung Yoon, WooYong Jung, "APPARATUS AND METHOD FOR GENERATING VIRTUAL RECEIVED SIGNAL STRENGTH INDICATOR FINGERPRINT MAP ", (applied, 10-2023-0121877)
Technical Skills
Languages: C++, Python
Tools: MS Visual Studio, Unreal engine
Operating Systems: MS Windows, Linux (Ubuntu)
Languages
Korean (Native)
English (Limited)