Wooyong Jung
About
My name is Wooyong Jung and I am working as master student. I'm conducting research at WINE lab of Korea University.
My research interest is to operate and develop swarm drones. Through Reinforcement Learning and Edge AI, each detailed drone will understand the overall formation, situation, and purpose of the drones and assign location movements and role performance suitable for the environment to implement swarm drone.
My research goal is to make drone combat situation and disaster relief work efficient.
Research Interests
Drone-Based Data Collection and Analysis
Drone Swarming for Data Delivery and Logistics
Reinforcement Learning
Edge AI
Contact
jy17347 AT korea DOT ac DOT kr
Education
Korea University, Seoul, Republic of Korea
MS, Electrical Engineering, Feburary 2023 - Present
Adviser: Professor Hwangnam Kim
B.S, Kwangwoon University (Feb, 2023)
Publications
International Journals
"Enhancing UAV Swarm Tactics with Edge AI: Adaptive Decision Making in Changing Environments"
Wooyong Jung*, Changmin Park*, Seunghyeon Lee, and Hwangnam Kim
Drones, Vol. 8, No. 10, Pages 582, Oct 2024
"Unveiling Hidden Insights in Gas Chromatography Data Analysis with Generative Adversarial Networks"
Namkyung Yoon*, Wooyong Jung* and Hwangnam Kim
Chemosensors, 12, 131, 2024.
"DeepRSSI: Generative Model for Fingerprint-Based Localization."
Namkyung Yoon*, Wooyong Jung*, and Hwangnam Kim
IEEE Access, Vol. 12, Pages 66196-66213, May 2024
International Conferences
"GRUI: A Novel Gesture Recognition Utilizing UWB Sensor and IMU"
Dongjae Lee*, Kyeonghyun Yoo*, Wooyong Jung, and Hwangnam Kim
2024 IEEE SMC, Kuching, Malaysia, October 2024
Domestic Journals
“Exercise Recommendation System Using Deep Neural Collaborative Filtering”
Wooyong Jung, Chanuk Kyeong, Seongwoo Lee, Soo-Hyun Kim, Young-Ghyu Sun, and Jin-Young Kim
Proc. The Journal of the Institute of Internet, Broadcasting and Communication, Vol. 22, No. 6, December 2022
“Performance Analysis of Exercise Gesture-Recognition Using Convolutional Block Attention Module”
Chanuk Kyeong, Wooyong Jung, Joonho Seon, Young Ghuy Sun, and Jin-Young Kim
The Journal of The Institute of Internet, Broadcasting and Communication, vol. 21, no. 6, pp. 155–161, Dec. 2021
Domestic Conferences
"Transfer Learning-Based SDN Framework for Routing Optimization in UAV Networks"
Seunghyeon Lee, Kyeonghyun Yoo, Wooyong Jung, Changmin Park, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, June 2024
"Exercise Recommendation System Using Deep Neural Collaborative Filtering based on Attention Network"
Chanuk Kyeong, Young Ghuy Sun, Soo Hyun Kim, Wooyong Jung, and Jin-Young Kim
Proc. The Institute of Internet, Broadcasting and Communication, Nov 2022
Patents
Apparatus and system of fitness recommendation system using neural meta collaborative filtering model
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: Python
Libraries: Tensorflow, Pytorch
Languages
Korean (native)
English (limited)