Research Professors and Postdocs

Gyu Seon Kim (Postdoctoral Scholar) [Website]

• Awards and Honors (International)
  IEEE Vehicular Technology Society Student Scholarship Award (2025)
  Bronze Paper Award, IEEE Seoul Section Student Paper Contest (2023)

• Journals and Top-Conferences
  Joint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient Cube-Satellite Networks, IEEE Transactions on Mobile Computing, v(n):ppp-ppp, Month Year. S. Park, G. S. Kim, S. Jung, Z. Han, J. Kim
  Quantum Jump to Connected Worlds: Paradigm Shifts in Mobility and Network Applications via Quantum Neural Networks, IEEE Network (Acceptance with Minor Revision) H. Lee, G. S. Kim, E. J. Roh, S. Jung, S. Park, T. Q. Duong, J. Kim
  Quantum Reinforcement Learning for Joint Control, Communication, and Computing in Stabilized Reusable Space Rocket, IEEE Transactions on Aerospace and Electronic Systems, v(n):ppp-ppp, Month Year. G. S. Kim, J. Chung, S. Jung, S. Park, J. Kim
  Hybrid Large Language Model and Reinforcement Learning for Energy-Efficient Multisatellite Scheduling: Boosting the Performance from Scratch, IEEE Internet of Things Journal, 13(3):5379-5392, February 2026. H. Ahn, G. S. Kim, I.-S. Cho, S. Jung, J. Kim
  Integrated Control, Communication, and Computing for Mission-Critical Embedded Unmanned Aerial Vehicles, IEEE Transactions on Aerospace and Electronic Systems, 62:682-703, January 2026. G. S. Kim, S. Park, S. Jung, D. Mohaisen, J. Kim
  Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks, IEEE Transactions on Mobile Computing, 25(1):1200-1218, January 2026. G. S. Kim, Y. Cho, J. Chung, S. Park, S. Jung, Z. Han, J. Kim
  Slimmable Federated Reinforcement Learning for Energy-Efficient Proactive Caching, IEEE Transactions on Networking, 33(4):2079-2094, August 2025. H. Baek, G. S. Kim (Co-First), S. Park, A. F. Molisch, J. 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, 61(4):9490-9510, August 2025. G. S. Kim, Y. Cho, S. Park, S. Jung, J. Kim
  Quantum Reinforcement Learning for Lightweight LEO Satellite Routing, IEEE Internet of Things Journal, 12(14):28986-29004, July 2025. G. S. Kim, S. Lee, I.-S. Cho, S. Park, J. Kim
  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
  Markov Decision Policies for Distributed Angular Routing in LEO Mobile Satellite Constellation Networks, IEEE Internet of Things Journal, 11(23):38744-38754, December 2024. S. Park, G. S. Kim (Co-First), S. Jung, J. Kim
  Quantum Multi-Agent Reinforcement Learning is All You Need: Coordinated Global Access in Integrated TN/NTN Cube-Satellite Networks, IEEE Communications Magazine, 62(10):86-92, October 2024. S. Park, G. S. Kim, Z. Han, J. Kim
  Joint Frame Rate Adaptation and Object Recognition Model Selection for Stabilized Unmanned Aerial Vehicle Surveillance, ETRI Journal (Wiley), 45(5):811-821, October 2023. G. S. Kim, H. Lee, S. Park, J. Kim
  Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility, IEEE Transactions on Intelligent Vehicles, 8(8):4016-4030, August 2023. C. Park, G. S. Kim, S. Park, S. Jung, J. Kim
  Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control, IEEE GLOBECOM (2025) H. Ahn, S. Oh, G. S. Kim,S. Jung, S. Park, J. Kim
  Stabilized Robust Control for Lightweight Autonomous Aircraft Mobility: A Quantum Reinforcement Learning Approach, IEE/IFIP WiOpt (2025) G. S. Kim, J. Chung, T. Q. Duong, S. Park, J. Kim
  Quantum Reinforcement Learning for Coordinated Satellite Systems, IEEE ICASSP (2025) G. S. Kim, S. Y.-C. Chen, S. Park, J. Kim
  Advanced Taxiing Path Guidance using Multi-Agent Reinforcement Learning for Air Traffic Management, IEEE/IFIP WiOpt (2024) S. Lee, G. S. Kim, S. Park, J. Kim
  Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility, IEEE ICC (2023) C. Park, S. Park, G. S. Kim, S. Jung, J.-H. Kim, J. Kim

• Publications (Under Review)
  Quantum Learning for Autonomous Aircraft Control: A Reinforcement Learning Perspective, IEEE Communications Magazine (Revision) G. S. Kim, J. Chung, S. Park, S. Jung, T. Q. Duong, J. Kim
  Learning-based Resilient Dynamic Routing for Fault-Tolerant Robust LEO Satellite Networks, IEEE Internet of Things Journal (Revision) G. S. Kim, C. Im, Y. G. Kim, J. Ha, J. Kim
  Scale-Reconfigurable Multi-Agent Reinforcement Learning for Aerial Networks under Uncertainty, IEEE Transactions on Mobile Computing (Revision) G. S. Kim, E. J. Roh, S. Jung, S. Park, J. Kim
  Joint Mobility Control and Networking for Autonomous Aircraft Cooperation: A Quantum Reinforcement Learning Approach, IEEE Transactions on Mobile Computing (Revision) G. S. Kim, J. Chung, Roh, S. Jung, S. Park, T. Q. Duong, J. Kim
  (Double Blind Review), IEEE Transactions on Industrial Informatics (Review) G. S. Kim, S. Park, S. Jung, J. Kim
  Dynamic Sun Tracking Control for Efficient Solar Power Charging in Sustainable Cube-Satellites, IEEE Transactions on Sustainable Computing (Review) G. S. Kim, S. Park, J. Kim
  Cooperative Multi-Agent Reinforcement Learning for Anti-Drone Systems in Dynamic Battlefield Environments, IEEE Transactions on Aerospace and Electronic Systems (Review) G. S. Kim, W. Jeong, J. Kim
  (Double Blind Review), IEEE Transactions on Pattern Analysis and Machine Intelligence (Review) G. S. Kim, E. J. Roh, S. Park, J. Kim
  LLM-Guided Reinforcement Learning for Autonomous Control in Anti-Drone Defense Systems, IEEE Internet of Things Journal (Review) G. S. Kim, S. Park, J. Kim
  Learning-based Aircraft Taxi Routing for Traffic Management: Empirical Evaluation Study for Hartsfield-Jackson Atlanta International Airport, Engineering Applications of Artificial Intelligence (Elsevier) (Review) G. S. Kim, S. Park, S. Jung, J. Kim
  Quantum Reinforcement Learning for Carbon-Aware Energy-Efficient Air Traffic Control, IEEE Journal on Selected Areas in Communications (Review) G. S. Kim, H. Ahn, Z. Han, J. Kim
  Hallucination-Aware Hierarchical LLM for Autonomous UAV Mobility Control: A Safe Reinforcement Learning Approach, IEEE Transactions on Networking (Review) H. Ahn, S. Oh, G. S. Kim, S. Park, S. Jung, J. Kim
  LLM-Guided Reinforcement Learning for Carbon-Neutral Intelligent Vehicle Control, IEEE/IFIP WiOpt (2026) G. S. Kim, H. Lee, S. Park, S. Jung, Z. Han, J. Kim