TBD
Faculty Members
Prof. Joongheon Kim (Korea University, School of Electrical Engineering), Artificial Intelligence and Mobility (AIM) Lab
Prof. Wonjun Lee (Korea University, School of Cybersecurity), Network and Security Lab (NetLab)
Prof. Inkyu Lee (Korea University, School of Electrical Engineering), Communication and Intelligent System Lab
Prof. Taesu Cheong (Korea University, Department of Industrial Managment Engineering), Supply Chain and Value Network Analytics Lab
Prof. Wonjae Shin (Korea University, School of Electrical Engineering), The Shin Lab
Prof. Daekyum Kim (Korea University, School of Smart Mobility), Movement Intelligence Lab
Prof. Sangmi Lee (Korea University, Research Institute of ICT)
Prof. Seong Ho Jeong (Hankuk University of Foreign Studies, Department of Information and Communications Engineering), Intelligent Computing and Networking Lab
Prof. Sungrae Cho (Chung-Ang University, School of Computer Science and Engineering), Ultra-Intelligent Computing/Communication Lab (UCLAB)
Prof. Soyi Jung (Ajou University, Department of Electrical and Computer Engineering), Intelligent and Autonomous Systems Lab
Prof. Soohyun Park (Sookmyung Women's University, Division of Computer Science), Distributed Platforms and Systems (DPS) Lab
Industry Partners
(Journals and Magazines)
Slimmable Federated Reinforcement Learning for Energy-Efficient Proactive Caching
IEEE Transactions on Networking, 33(5):ppp-ppp, October 2025. H. Baek, G. S. Kim, S. Park, A. F. Molisch, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Stabilized Classification Control using Multi-Stage Quantum Convolutional Neural Networks for Autonomous Driving
IEEE/KICS Journal of Communications and Networks, 27(n):ppp-ppp, October 2025. E. J. Roh, S. Park, S. Jung, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection
IEEE Computational Intelligence Magazine, 20(3):63-74, August 2025. J. Kim, E. J. Roh, C. Im, S. Park
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Joint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multitier Networks
IEEE Internet of Things Journal, 12(13):23722-23735, July 2025. S. Park, G. S. Kim, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Quantum Federated Learning with Pole-Angle Quantum Local Training and Trainable Measurement
Neural Networks (Elsevier), 187:107301, July 2025. S. Park, H. Lee, S. B. Son, S. Jung, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Privacy-Preserving Uncertainty Calibration using Perceptual Encryption in Cloud-Edge Collaborative Artificial Intelligence of Things
IEEE Internet of Things Journal, 12(13):25424-25441, July 2025. I. Ahmad, J. Kim, S. Shin
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%)
Quantum Jump to Virtual Worlds: High-Quality Multiple Virtual Meta-Space Realization in Metaverse
IEEE MultiMedia, 32(2):ppp-ppp, April-June 2025. S. Park, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), NRF-QRL-DigitalTwin (RS-2025-00561377, 100%)
Entanglement-Controlled Quantum Federated Learning
IEEE Internet of Things Journal, 12(12):18318-18330, June 2025. S. Park, H. Lee, S. Jung, J. Park, M. Bennis, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%)
SQUAD: Software Testing for Quantum Distributed Learning Software
The Journal of Supercomputing (Springer), 81(9):1071, June 2025. S. Park, J. H. Cho, H. J. Yook, G. S. Jhun, Y. K. Lee, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), NRF-QRL-DigitalTwin (RS-2025-00561377, 100%)
The Matrix: Quantum AI for Interacting Two Worlds in Prioritized Metaverse Spaces
IEEE Communications Magazine, 62(12):97-103, December 2024. S. Park, H. Baek, J. Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%)
Trends in Quantum Reinforcement Learning: State-of-the-Arts and the Road Ahead
ETRI Journal (Wiley), 46(5):748-758, October 2024. Soohyun Park, Joongheon Kim
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%)
(Invited Article: Special Issue on Next-Gen AI and Quantum Technology)
(Top-Tier Conferences and Invited)
Stabilized Robust Control for Lightweight Autonomous Aircraft Mobility: A Quantum Reinforcement Learning Approach
IEEE/IFIP WiOpt, Linköping, Sweden, May 2025. G. S. Kim, J. Chung, T. Q. Duong, S. Park, J. Kim
(Top Computer Network Conference, Listed by the Korean Institute of Information Scientists and Engineers (KIISE))
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Joint Multi-Agent Reinforcement Learning and Message-Passing for Distributed Multi-UAV Network Management using Conflict Graphs
IEEE/IFIP NOMS, Honolulu, Hawaii, USA, May 2025. Y. Cho, H. Lee, S. Park, J. Kim
(Top Computer Science Conference, Listed by the National Research Foundation Korea (NRF-Korea))
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)
Advanced Taxiing Path Guidance using Multi-Agent Reinforcement Learning for Air Traffic Management
IEEE/IFIP WiOpt, Seoul, Korea, October 2024. S. Lee, G. S. Kim, S. Park, J. Kim
(Top Computer Network Conference, Listed by the Korean Institute of Information Scientists and Engineers (KIISE))
ACK: IITP-ITRC-NetZero (IITP-2024-RS-2024-00436887, 100%), IITP-StarLab (RS-2024-00439803, 100%)