[12] Hyojun Ahn, Seungcheol Oh, Gyu Seon Kim, Soyi Jung, Soohyun Park, and Joongheon Kim, "Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control," in Proc. IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, December 2025, pp. 5369-5374. [View Paper]
[11] Gyu Seon Kim, Samuel Yen-Chi Chen, Soohyun Park, and Joongheon Kim, ”Satellite Constellation Scheduling with Quantum Reinforcement Learning”, in Proc. Springer Nature, Frontiers in Industrial Engineering. Purdue Quantum AI (Communications in Computer and Information Science, vol. 2724), West Lafayette, IN, USA, October 2025, pp. 51-56. [View Paper]
[10] Gyu Seon Kim, In-Sop Cho, and Joongheon Kim, "Strategic Role of LEO Satellites in the 6G Roadmap and Orbital Analysis," in Proc. IEEE International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Republic of Korea, October 2025, pp. 1996-2001. [View Paper]
[9] Gyu Seon Kim, Jaehyun Chung, Trung Q. Duong, Soohyun Park, and Joongheon Kim, "Stabilized Robust Control for Lightweight Autonomous Aircraft Mobility: A Quantum Reinforcement Learning Approach," in Proc. IEEE/IFIP International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt), Linköping, Sweden, May 2025, pp.1-8. [View Paper]
[8] Gyu Seon Kim, Samuel Yen-Chi Chen, Soohyun Park, and Joongheon Kim, "Quantum Reinforcement Learning for Coordinated Satellite Systems", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hyderabad, India, April 2025, pp. 1-5. [View Paper]
[7] Sungjoon Lee, Gyu Seon Kim, Soohyun Park, and Joongheon Kim, "Advanced Taxiing Path Guidance using Multi-Agent Reinforcement Learning for Air Traffic Management," in Proc. IEEE/IFIP International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt), Seoul, Republic of Korea, October 2024, pp. 305-312. [View Paper]
[6] Hyunwoo Nam, Gyu Seon Kim, and Joongheon Kim, "Bicycle Rental Predictive Modeling with Machine Learning for Carbon Neutrality," in Proc. IEEE International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Republic of Korea, October 2024, pp. 2033-2038. [View Paper]
[5] Gyu Seon Kim, Soohyun Park, and Joongheon Kim, "Quantum Reinforcement Learning: An Overview," in Proc. IEEE International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Republic of Korea, October 2024, pp. 1145-1150. [View Paper]
[4] Soohyun Park, Gyu Seon Kim, Soyi Jung, and Joongheon Kim, "Quantum Multi-Agent Reinforcement Learning Software Design and Visual Simulations for Multi-Drone Mobility Control," in Proc. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), Singapore, August 2024, pp. 1-5. [View Paper]
[3] Gyu Seon Kim, Y. Cho, Soohyun Park, Soyi Jung, and Joongheon Kim, "Realizing Cooperative Global Internet Services for Space-Air-Ground Integrated Networks: A Quantum Multi-Agent Reinforcement Learning Framework," International Joint Conference on Artificial Intelligence (IJCAI) Workshop on Quantum Algorithms, Optimization, and AI, Jeju, Republic of Korea, August 2024.
[2] Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, J.-H. Kim, and Joongheon Kim, "Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility," in Proc. IEEE International Conference on Communications (ICC), Rome, Italy, June 2023, pp. 5689-5694. [View Paper]
[1] Gyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, and Joongheon Kim, "Hybrid MAC for Military UAV Networks," in Proc. IEEE International Conference on Information Networking (ICOIN), Bangkok, Thailand, January 2023, pp. 656-659. [View Paper]