[29] Gyu Seon Kim, Hoyeong Lee, Soohyun Park, Soyi Jung, Zhu Han, and Joongheon Kim, "LLM-Guided Reinforcement Learning for Carbon-Neutral Intelligent Vehicle Control," IEEE Transactions on Intelligent Vehicles (Under Review).
[28] Gyu Seon Kim, Hyojun Ahn, Zhu Han, and Joongheon Kim, "Quantum Reinforcement Learning for Carbon-Aware Energy-Efficient Air Traffic Control," IEEE Transactions on Aerospace and Electronic Systems (Under Review).
[27] Gyu Seon Kim, Soohyun Park, and Joongheon Kim, "Learning-based Aircraft Taxi Routing for Traffic Management: Empirical Evaluation Study for Hartsfield-Jackson Atlanta International Airport," ICT Express (Elsevier) (Under Review).
[26] Gyu Seon Kim and Joongheon Kim, "Cooperative Multi-Agent Reinforcement Learning for Anti-Drone Systems in Dynamic Battlefield Environments," IEEE Transactions on Automation Science and Engineering (Under Revision).
[25] Hyojun Ahn, Seungcheol Oh, Gyu Seon Kim, Soohyun Park, Soyi Jung, and Joongheon Kim, "Hallucination-Aware Hierarchical LLM for Autonomous UAV Mobility Control: A Safe Reinforcement Learning Approach," IEEE Transactions on Networking (Under Revision).
[24] Gyu Seon Kim, Soohyun Park, and Joongheon Kim, "LLM-Guided Reinforcement Learning for Autonomous Control in Anti-Drone Defense Systems," IEEE Internet of Things Journal (Under Revision).
[23] Gyu Seon Kim, Soohyun Park, and Joongheon Kim, "Dynamic Sun Tracking Control for Efficient Solar Power Charging in Sustainable Cube-Satellites," IEEE Transactions on Sustainable Computing (Under Revision).
[22] Gyu Seon Kim, Jaehyun Chung, Soyi Jung, Soohyun Park, Trung Q. Duong, and Joongheon Kim, "Joint Mobility Control and Networking in Autonomous Aircraft Cooperation: A Quantum Reinforcement Learning Approach," IEEE Transactions on Mobile Computing (Under Revision).
[21] Gyu Seon Kim, Emily Jimin Roh, Soohyun Park, and Joongheon Kim, "Exponentially Scalable Quantum Reinforcement Learning for Large-Scale Network Scheduling," IEEE Internet of Things Journal, 2026 (Early Access). [View Paper]
[20] Gyu Seon Kim, Emily Jimin Roh, Soyi Jung, Soohyun Park, and Joongheon Kim, "Scale-Reconfigurable Multi-Agent Reinforcement Learning for Aerial Networks in Dynamic Environments," IEEE Transactions on Mobile Computing, 2026 (Early Access). [View Paper]
[19] Gyu Seon Kim, Chaemoon Im, Yeong Goo Kim, Jaekyoung Ha, and Joongheon Kim, "Learning-based Resilient Dynamic Routing for Fault-Tolerant Robust LEO Satellite Networks," IEEE Internet of Things Journal, 2026 (Early Access). [View Paper]
[18] Gyu Seon Kim, Jaehyun Chung, Soohyun Park, Soyi Jung, Trung Q. Duong, and Joongheon Kim, "Quantum Learning for Autonomous Aircraft Control: A Reinforcement Learning Perspective," IEEE Communications Magazine, 2026 (Early Access). [View Paper]
[17] Hyunsoo Lee, Gyu Seon Kim, Emily Jimin Roh, Soyi Jung, Soohyun Park, Trung Q. Duong, and Joongheon Kim, "Quantum Jump to Connected Worlds: Paradigm Shifts in Mobility and Network Applications via Quantum Neural Networks," IEEE Network Magazine, 2026 (Early Access). [View Paper]
[16] Gyu Seon Kim, Sungjoon Lee, Taejin Woo, and Soohyun Park, "Cooperative Reinforcement Learning for Military Drones over Large-Scale Battlefields," IEEE Transactions on Intelligent Vehicles, 2024 (Early Access). [View Paper]
[15] Soohyun Park, Gyu Seon Kim, Soyi Jung, Zhu Han, and Joongheon Kim, "Joint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient CubeSats," IEEE Transactions on Mobile Computing, vol. 25, no. 7, pp. 10385-10401, July 2026. [View Paper]
[14] Gyu Seon Kim, Jaehyun Chung, Soyi Jung, Soohyun Park, and Joongheon Kim, "Quantum Reinforcement Learning for Joint Control, Communication, and Computing in Stabilized Reusable Space Rocket," IEEE Transactions on Aerospace and Electronic Systems, vol. 62, pp. 3838-3863, March 2026. [View Paper]
[13] Gyu Seon Kim, Soohyun Park, Soyi Jung, David Mohaisen, and Joongheon Kim, “Integrated Control, Communication, and Computing for Mission-Critical Embedded Unmanned Aerial Vehicles,” IEEE Transactions on Aerospace and Electronic Systems, vol. 62, pp. 682-703, February 2026. [View Paper]
[12] Hyojun Ahn, Gyu Seon Kim, In-Sop Cho, Soyi Jung, and Joongheon Kim, "Hybrid Large Language Models and Reinforcement Learning for Energy-Efficient Multi-Satellite Scheduling: Boosting the Performance from Scratch," IEEE Internet of Things Journal, vol. 13, no. 3, pp. 5379-5392, February 2026. [View Paper]
[11] Gyu Seon Kim, Yeryeong Cho, Jaehyun Chung, Soohyun Park, Soyi Jung, Zhu Han, and Joongheon Kim, "Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks," IEEE Transactions on Mobile Computing, vol. 25, no. 1, pp. 1200-1218, January 2026. [View Paper]
[10] Hankyul Baek, Gyu Seon Kim (co-first), Soohyun Park, Andreas F. Molisch, and Joongheon Kim, "Slimmable Federated Reinforcement Learning for Energy-Efficient Proactive Caching," IEEE Transactions on Networking, vol. 33, no. 4, pp. 2079-2094, August 2025. [View Paper]
[9] Gyu Seon Kim, Yeryeong Cho, Soohyun Park, Soyi Jung, and Joongheon Kim, "Quantum Multiagent Reinforcement Learning for Joint Cube Satellites and High-Altitude Long-Endurance Aerial Vehicles in SAGIN," IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 4, pp. 9490-9510, August 2025. [View Paper]
[8] Gyu Seon Kim, Sungjoon Lee, In-Sop Cho, Soohyun Park, and Joongheon Kim, "Quantum Reinforcement Learning for Lightweight LEO Satellite Routing," IEEE Internet of Things Journal, vol. 12, no. 14, pp. 28986-29004, July 2025. [View Paper]
[7] Soohyun Park, Gyu Seon Kim, and Joongheon Kim, "Joint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multi-Tier Networks," IEEE Internet of Things Journal, vol. 12, no. 13, pp. 23722-23735, July 2025. [View Paper]
[6] Soohyun Park, Gyu Seon Kim (co-first), Soyi Jung, and Joongheon Kim, "Markov Decision Policies for Distributed Angular Routing in LEO Mobile Satellite Constellation Networks," IEEE Internet of Things Journal, vol. 11, no. 23, pp. 38744-38754, December 2024. [View Paper]
[5] Soohyun Park, Gyu Seon Kim, Zhu Han, and Joongheon Kim, "Quantum Multi-Agent Reinforcement Learning is All You Need: Coordinated Global Access in Integrated TN/NTN Cube-Satellite Networks," IEEE Communications Magazine, vol. 42, no. 10, pp. 86-92, October 2024. [View Paper]
[4] Gyu Seon Kim, Jaehyun Chung, and Soohyun Park, "Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach," IEEE Transactions on Vehicular Technology, vol. 73, no. 8, pp. 12252-12257, August 2024. [View Paper]
[3] Hyunsoo Lee, Gyu Seon Kim, Minseok Choi, Hankyul Baek, and Soohyun Park, "Farthest Agent Selection with Episode-Wise Observations for Real-Time Multi-Agent Reinforcement Learning Applications," IEEE Access, vol. 12, pp. 108504-108514, August 2024. [View Paper]
[2] Gyu Seon Kim, Haemin Lee, Soohyun Park, and Joongheon Kim, "Joint Frame Rate Adaptation and Object Recognition Model Selection for Stabilized Unmanned Aerial Vehicle Surveillance," ETRI Journal, vol. 45, no. 5, pp. 811-821, October 2023. [View Paper]
[1] Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, and Joongheon Kim, "Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 8, pp. 4016-4030, August 2023. [View Paper]