International Journals

(Accepted)

[J54] G. S. Kim, Y. Cho, S. Park*, S. Jung*, and J. Kim*, "Quantum Multi-Agent Reinforcement Learning for Joint Cube-Satellites and High-Altitude Long-Endurance Aerial Vehicles in SAGIN," IEEE Transactions on Aerospace and Electronic Systems (Accepted). [ACK: RS-2024-00359330]

[J53] S. Park, C. Park, S. Jung*, and J. Kim*, "Adaptive Quantum Federated Learning for Autonomous Surveillance Multi-Drone Networks," IEEE Transactions on Intelligent Vehicles (Accepted).

[J52] S. Jung, H. Baek, and J. Kim*, "Neural Myerson Auction for Truthful and Distributed Mobile Charging in UAV-Assisted Digital-Twin Networks," IEEE Transactions on Intelligent Vehicles (Accepted). [ACK: No. 2021-0-00794]

(2025)

[J51] S. Park, H. Lee, S. B. Son, S. Jung*, and J. Kim* "Quantum Federated Learning with Pole-Angle Quantum Local Training and Trainable Measurement," Neural Networks, vol. 187, pp. 107301, July 2025.

[J50] S. Park, H. Lee, S. Jung*, J. Park, M. Bennis, and J. Kim*, "Entanglemnet-Controlled Quantum Federated Learning," IEEE Internet of Things Journal, vol. 12, no. 12, pp. 000-000, June 2025. [ACK: RS-2024-00358662]

[J49] S. Park, S. B. Son, S. Jung*, and J. Kim*, "Dynamic Quantum Federated Learning for UAV-based Autonomous Surveillance," IEEE Transactions on Vehicular Technology, vol. 74, no. 5, pp. 000-000, May 2025.

[J48] S. Jung, J.-H. Kim*, and J. Kim* "Intelligent Extra Resource Allocation for Cooperative Awareness Message Broadcasting in Cellular-V2X Network," IEEE Transactions on Network and Service Management, vol. 22, no. 2, pp. 000-000, April 2025. [ACK: RS-2024-00358662]

[J47] H. Lee, S. Jung*, and S. Park*, "Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems," IEEE/KICS Journal of Communications and Networks, vol. 277, no. 1, pp. 10-22, February 2025. [ACK: RS-2024-00358662]

(2024)

[J46] S. Park, J. Chang, C. Park, S. Jung, M Choi, S. Cho, and J. Kim*, "Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse," IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 12410-12427, December 2024.

[J45] S. Park, G. S. Kim, S. Jung*, and J. 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.

[J44] J. Kim, U. Jo, T. Kim*, J. Kim*, and S. Jung*, "Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications," IEEE Access, vol. 12, pp. 137360-137372, September 2024. [ACK: RS-2024-00359330]

[J43] J. Kim, S. Park*, S. Jung,* and C. Cordeiro, "Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach," IEEE Transactions on Network and Service Management, vol. 21, no. 4, pp. 3797-3812, August 2024. [ACK: No. 2021-0-00794]

[J42] K. Cho, J. Kim*, and S. Jung*, "Enhancing Cost-Effective 5G Virtualized RAN Pooling Gain on Clouds: An Intelligent Auto-Scaling Approach," IEEE Access, vol. 12, pp. 111322-111333 August 2024. [ACK: RS-2024-00358662]

[J41] S. Park, C. Park, S. Jung*, M. Choi*, and J. Kim*, "Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles," IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 10681-10696, July 2024.

[J40] J. Y. Shim, S. Jung, J. Kim, and J.-K. Kim*. "Stabilized Performance Maximization for GAN-based Real-Time Authentication Image Generation over Internet," Multimedia Tools and Applications, vol. 83, pp. 62045-62059, July 2024.

[J39] S. Park, J. P. Kim, C. Park, S. Jung*, and J. Kim*, "Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation," IEEE Communications Magazine, vol. 62, no. 6, pp. 106-112, June 2024.

[J38] S. Park, S. Jung*, and J. Kim*, "Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems using Slimmable Quantum Neural Networks," IEEE Access, vol. 12, pp. 58239-58247, April 2024. [ACK: No. 2021-0-00847]

[J37] W. Lee, T. Kim, J.K. Kim, S. Jung*, and J.-H. Kim*, "Group Contention-based Full-Duplex Unmanned Aerial Vehicle Relay System," ICT Express, vol. 10, no. 1, pp. 65-70, February 2024.

(2023)

[J36] W.J. Yun, Y. Kwak, H. Baek, S. Jung*, M. Ji, M. Bennis, J. Park*, and J. Kim*, "SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks," IEEE/ACM Transactions on Networking, vol. 31, no. 6, pp. 2499-2514, December 2023.

[J35] S. Park, S.B. Son, Y.K. Lee*, S Jung*, and J. Kim*, "Two-Stage Architectural Fine-tuning for Neural Architecture Search in Efficient Transfer Learning," IET Electronics Letters, vol. 59, no. 24, e13066, November 2023.

[J34] C. Park, W. J. Yun, J. P. Kim, T. K. Rodrigues, S. Park*, S. Jung*, and J. Kim, "Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems," IEEE Internet of Things Journal, vol. 10, no. 22, pp. 20033-20048, November 2023.

[J33] S. Jung, C. Park, M. Levorato, J.-H. Kim*, and J. Kim*, "Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks," IEEE Transactions on Vehicular Technology, vol. 72, no. 11, pp. 14889-14905, November 2023.

[J32] S. Park, H. Lee, C. Park, S. Jung*, M. Choi*, and J. Kim*, "Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes," ETRI Journal, vol. 45, no. 5, pp. 735-745, October 2023.

[J31] S. Park, H. Feng, C. Park, Y. K. Lee*, S. Jung*, and J. Kim*, "EQuaTE: Efficient Quantum Train Engine for Run-Time Dynamic Analysis and Visual Feedback in Autonomous Driving," IEEE Internet Computing, vol. 27, no. 5, pp. 24-31, September-October 2023.

[J30] H. Baek, R. Lee, S. Jung*, J. Kim*, and S. Park*, "Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework," IEEE Open Journal of the Computer Society, vol. 4, pp. 243-252, September 2023.

[J29] C. Park, G.S. Kim, S. Park*, S. Jung*, and J. 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.

[J28] T. Kim, J. Kim, W. Lee, S. Jung*, and J.-H. Kim*, "Energy-efficient Full-duplex MAC Protocol Design for Air-Terrestrial Communication," IEEE/KICS Journal of Communications and Networks, vol. 25, no. 3, pp. 333-343, June 2023.

[J27] W.J. Yun, J. P. Kim, S. Jung*, J.-H. Kim*, and J. Kim*, "Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management," IEEE Internet of Things Journal, vol. 10, no. 11, pp. 9942-9952, June 2023.

[J26] Y. Kwak, W.J. Yun, J.P. Kim, H. Cho, J. Park*, M. Choi*, S. Jung*, and J. Kim*, "Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications," ICT Express, vol. 9, no. 3, pp. 486-491, June 2023.

[J25] S. Jung, J.-H. Kim*, D. Mohaisen, and J. Kim*, "Truthful and Performance-Optimal Computation Outsourcing for Aerial Surveillance Platforms via Learning-based Auction," Computer Networks, vol. 225, pp. 109651, April 2023. [ACK: No. 2021-0-00794]

[J24] W.J. Yun, M. Shin, S. Jung*, J. Ko*, H.-C. Lee*, and J. Kim*, "Deep Reinforcement Learning-based Propofol Infusion Control for Anesthesia: A Feasibility Study with a 3000-Subject Dataset," Computers in Biology and Medicine, vol. 156, pp. 106739, April 2023.

[J23] S. Park, C. Park, S. Jung*, J.-H. Kim*, and J. Kim*, "Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks," IEEE Access, vol. 11, pp. 16533-16548, February 2023.

(2022)

[J22] H. Lee, S. Kwon, S. Jung*, and J. Kim*, "Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery," IEEE/KICS Journal of Communications and Networks, vol. 24, no.6, pp. 710-721, December 2022. [ACK: No. 2021-0-00794 (50%)]

[J21] W.J. Yun, M. Shin, S. Jung*, S. Kwon, and J. Kim*, "Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles," IEEE/KICS Journal of Communications and Networks, vol. 24, no.6, pp. 730-741, December 2022.

[J20] W. J. Yun, S. Park, J. Kim*, M. Shin, S. Jung*, D. Mohaisen, and J.-H. Kim*, "Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control," IEEE Transactions on Industrial Informatics, vol. 18, no.10, pp. 7086-7096, October 2022.

[J19] S. Jung, M.-S. Lee, J. Kim, M.-Y. Yun, J. Kim*, and J.-H. Kim*, "Trustworthy Handover in LEO Satellite Mobile Networks," ICT Express, vol. 8, no. 3, pp. 432-437, September 2022.

[J18] S. Jung, M. Levorato, and J. Kim*, "Dynamic Resource Scheduling for Real-Time Group Broadcasting in 6G Cellular Vehicular Networks," ITU Journal on Future and Evolving Technologies, vol. 3, no. 2, pp. 83-90, July 2022.

[J17] K. Kim, J.-H. Lee, S. Jung*, J. Kim*, and J.-H. Kim*, "Stabilized Detection Accuracy Maximization using Adaptive SAR Image Processing in LEO Networks," IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 5661-5665, May 2022.

[J16] Y. J. Ha, G. Lee, M. Yoo, S. Jung*, S. Yoo*, and J. Kim*, "Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset," Nature Scientific Reports, vol. 12, pp. 1534, January 2022.

(2021)

[J15] S. Jung and J. Kim*, "Adaptive and Stabilized Real-Time Super-Resolution Control for UAV-Assisted Smart Harbor Surveillance Platforms," Journal of Real-Time Image Processing, vol. 18, no. 5, pp. 1815-1825, October 2021.

[J14] S. Jung, J. Kim, and J.-H. Kim*, "Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks," IEEE Systems Journal, vol. 15, no. 3, pp. 4293-4302, September 2021.

[J13] Y. J. Ha, M. Yoo, G. Lee, S. Jung*, S. W. Choi, J. Kim*, and S. Yoo*, "Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data," IEEE Access, vol. 9, pp. 121046-121059, September 2021.

[J12] S. Jung, J. Kim*, M. Levorato, C. Cordeiro, and J.-H. Kim*, "Infrastructure-Assisted On-Driving Experience Sharing for Millimeter-Wave Connected Vehicles," IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 7307-7321, August 2021.

[J11] G. Lee, W.J. Yun, Y.J. Ha, S. Jung*, J. Kim, S. Hong, J. Kim, and Y.K. Lee*, "Measurement Study of Real-Time Virtual Reality Contents Streaming over IEEE 802.11ac Wireless Links," Electronics, vol. 10, no. 16, pp. 1967, August 2021.

[J10] S. Jung, W. J. Yun, M. Shin, J. Kim*, and J.-H. Kim*, "Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems," IEEE Transactions on Vehicular Technology, vol. 70, no. 6, pp. 5362-5377, June 2021.

[J9] H. Lee, S. Jung*, and J. Kim, "Truthful Electric Vehicle Charging via Neural-Architectural Myerson Auction," ICT Express, vol. 7, no. 2, pp. 196-199, June 2021.

[J8] K. Kim, S. Jung, and J.-H. Kim*, "Adaptive Speckle Filtering for Real-time Computing in Low Earth Orbit Satellite Synthetic Aperture Radar," ICT Express, vol. 7, no. 2, pp.187-190, June 2021.

[J7] D. Kim, S. Park, J. Kim, J. y. Bang, and S. Jung*, "Stabilized Adaptive Sampling Control for Reliable Real-Time Learning-based Surveillance Systems," IEEE/KICS Journal of Communications and Networks, vol. 23, no. 2, pp. 128-136, April 2021.

[J6] W. J. Yun, S. Jung, J. Kim*, and J.-H. Kim*, "Distributed Deep Reinforcement Learning for Autonomous Aerial eVTOL Mobility in Drone Taxi Applications," ICT Express, vol. 7, no. 1, pp. 1-4, March 2021.

[J5] S. Jung, W. J. Yun, J. Kim*, and J.-H. Kim*, "Coordinated Multi-Agent Deep Reinforcement Learning for Energy-Aware UAV-based Big-Data Platforms," Electronics, vol. 10, no. 5, pp. 543, February 2021.

[J4] S, Park, S. Jung, H. Lee, J. Kim*, and J.-H. Kim*, "Large-Scale Water Quality Prediction using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data," Sensors, vol. 21, no. 4, pp. 1462, February 2021.

(~2020)

[J3] S. Jung, J. Kim, and J.-H. Kim*, "Joint Message-Passing and Convex Optimization Framework for Energy-Efficient Surveillance UAV Scheduling," Electronics, vol. 9, no. 9, pp. 1475, September 2020.

[J2] S. Jung, S. -H. Lee, and J.-H. Kim*, "Reliability Control Framework for Random Access of Massive IoT Devices," IEEE Access, vol. 7, pp. 49928-49937, April 2019.

[J1] S.-H. Lee, S. Jung, and J.-H. Kim*, "Dynamic Resource Allocation of the Random Access for MTC Devices," ETRI Journal, vol. 39, no. 4, pp.546-557, August 2017.