Hierarchical Scheduling for Oil Spill SAR Image Detection in Space-Air-Ground Integrated Networks
IEEE Transactions on Vehicular Technology, v(n):ppp-ppp, Month Year. S. B. Son, S. Park
Entanglement-Controlled Quantum Federated Learning
IEEE Internet of Things Journal, v(n):ppp-ppp, Month Year. S. Park, H. Lee, S. Jung, J. Park, M. Bennis, J. Kim
Dynamic Quantum Federated Learning for UAV-based Autonomous Surveillance
IEEE Transactions on Vehicular Technology, v(n):ppp-ppp, Month Year. S. Park, S. B. Son, S. Jung, J. Kim
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems
IEEE/KICS Journal of Communications and Networks, v(n):ppp-ppp, Month Year. H. Lee, S. Jung, S. Park
Adaptive Quantum Federated Learning for Autonomous Surveillance Multi-Drone Networks
IEEE Transactions on Intelligent Vehicles, v(n):ppp-ppp, Month Year. S. Park, C. Park, S. Jung, J. Kim
Toward Uniform Quantum Federated Aggregation: Heterogenity Exclusion using Entropy and Fidelity
IEEE Internet of Things Journal, v(n):ppp-ppp, Month Year. S. B. Son, S. Park
Cooperative Reinforcement Learning for Military Drones over Large-Scale Battlefields
IEEE Transactions on Intelligent Vehicles, v(n):ppp-ppp, Month Year. G. S. Kim, S. Lee, T. Woo, S. Park
DDPG-based Deep Reinforcement Learning Tactics for Defending Torpedo Attacks
IEEE Transactions on Intelligent Vehicles, v(n):ppp-ppp, Month Year. J. Chung, C. Im, J. Choi, Y. Yoon, S. Park
Autonomous Mission-Oriented Unmanned Underwater Vehicle Control using Directional Policy Optimization
Ocean Engineering (Elsevier), 320:120242, March 2025. E. J. Roh, I. S. Song, S. Kim, S. Park
Hybrid Quantum-Classical 3D Object Detection using Multi-Channel Quantum Convolutional Neural Network
The Journal of Supercomputing (Springer), 81(3):455, February 2025. E. J. Roh, J. Y. Shim, J. Kim, S. Park
Spatio-Temporal Multi-Metaverse Dynamic Streaming for Hybrid Quantum-Classical Systems
IEEE/ACM Transactions on Networking, 32(6):5279-5294, December 2024. S. Park, H. Baek, J. Kim
Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse
IEEE Transactions on Mobile Computing, 23(12):12410-12427, December 2024. S. Park, J. Chung, C. Park, S. Jung, M. Choi, S. Cho, 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, S. Jung, J. Kim
AQUA: Analytics-driven Quantum Neural Network (QNN) User Assistance for Software Validation
Future Generation Computer Systems (Elsevier), 159:545-556, October 2024. S. Park, H. Baek, J. W. Yoon, Y. K. Lee, J. Kim
Trends in Quantum Reinforcement Learning: State-of-the-Arts and the Road Ahead
ETRI Journal (Wiley), 46(5):748-758, October 2024. S. Park, J. Kim
(Invited Article: Special Issue on Next-Gen AI and Quantum Technology)
Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach
IEEE Transactions on Vehicular Technology, 73(8):12252-12257, August 2024. G. S. Kim, J. Chung, S. Park
Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach
IEEE Transactions on Network and Service Management, 21(4):3797-3812, August 2024. J. Kim, S. Park, S. Jung, C. Cordeiro
Farthest Agent Selection with Episode-Wise Observations for Real-Time Multi-Agent Reinforcement Learning Applications
IEEE Acces, 12:108504-108514, August 2024. H. Lee, G. S. Kim, M. Choi, H. Baek, S. Park
Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization
IEEE Transactions on Wireless Communications, 23(7):7624-7637, July 2024. J.-H. Lee, C. Park, S. Park, A. F. Molisch
Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology, 73(7):10681-10696, July 2024. S. Park, C. Park, S. Jung, M. Choi, J. Kim
Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery
IEEE Transactions on Vehicular Technology, 73(4):4870-4885, April 2024. S. Park, C. Park, J. Kim
Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems using Slimmable Quantum Neural Networks
IEEE Access (IEEE Vehicular Technology Society Section), 12:58239-58247, April 2024. S. Park, S. Jung, J. Kim
Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse
IEEE Access, 12:54732-54744, April 2024. S. Park, H. Baek, J. Kim
Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution
IEEE Transactions on Green Communications and Networking, 8(1):103-117, March 2024. M. Choi, W. J. Yun, S. B. Son, S. Park, J. Kim
Sensing-Aware Deep Reinforcement Learning with HCI-based Human-in-the-Loop Feedback for Autonomous Nonlinear Drone Mobility Control
IEEE Access, 12:1727-1736, January 2024. H. Lee, S. Park
Two-Stage Architectural Fine-Tuning for Neural Architecture Search in Efficient Transfer Learning
IET Electronics Letters, 59(24):e13066, December 2023. S. Park, S. B. Son, Y. K. Lee, S. Jung, J. Kim
Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
IEEE Internet of Things Journal, 10(22):20033-20048, November 2023. C. Park, W. J. Yun, J. P. Kim, T. K. Rodrigues, S. Park, S. Jung, 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
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes
ETRI Journal (Wiley), 45(5):735-745, October 2023. S. Park, H. Lee, C. Park, S. Jung, M. Choi, J. Kim
(Invited Article: Special Issue on Autonomous Unmanned Aerial/Ground Vehicles and their Applications)
Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework
IEEE Open Journal of the Computer Society, 4:243-252, September 2023. H. Baek, R. Lee, S. Jung, J. Kim, S. Park
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
Stereoscopic Scalable Quantum Convolutional Neural Networks
Neural Networks (Elsevier), 165:860-867, August 2023. H. Baek, W. J. Yun, S. Park, J. Kim
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection
IEEE Access, 11:46892-46902, May 2023. S. B. Son, S. Park, J. Kim
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks
IEEE Access (IEEE Vehicular Technology Society Section), 11:16533-16548, February 2023. S. Park, C. Park, S. Jung, J.-H. Kim, J. Kim
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications
IEEE Transactions on Intelligent Transportation Systems, 24(1):885-890, January 2023. W. J. Yun, S. Park, J. Kim, D. Mohaisen
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
IEEE Transactions on Industrial Informatics, 18(10):7086-7096, October 2022. W. J. Yun, S. Park, J. Kim, M. Shin, S. Jung, D. Mohaisen, J.-H. Kim
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles
IEEE Access, 9:94053-94063, June 2021. S. Park, M. Choi, W.-Y. Shin, J. Kim
Stabilized Adaptive Sampling Control for Reliable Real-Time Learning-based Surveillance Systems
IEEE/KICS Journal of Communications and Networks, 23(2):129-137, April 2021. D. Kim, S. Park, J. Kim, J. Y. Bang, S. Jung
Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks
IEEE Internet of Things Journal, 7(10):9895-9903, October 2020. D. Kwon, J. Jeon, S. Park, J. Kim, S. Cho
강화학습기반 방향성을 고려한 자율 어뢰 기동 제어
한국통신학회논문지(게재허가) 노지민, 이현수, 박수현, 김중헌, 김건형, 김승환
어뢰위협 회피를 위한 강화학습 기반 최적 기만 전술
한국통신학회논문지(게재허가) 정재현, 김규선, 박수현, 김중현, 윤원혁
Performance Analysis of Quantum Federated Learning in Data Classification
한국통신학회논문지, 29권, 2호, 264쪽-269쪽, 2024년. 이현수, 박수현
Effect of Gate Variations on MNIST Classification in QNN: Experimental Study and Analysis
한국통신학회논문지, 29권, 2호, 254쪽-263쪽, 2024년. 손석빈, 백한결, 박수현
제약 구역을 고려한 동적계획법 기반 최적 중계소 배치 기법
한국통신학회논문지, 48권, 10호, 1227쪽-1234쪽, 2023년. 이현수, 김영구, 하재경, 박수현, 김중헌
신뢰성 있는 지구 저궤도 위성 통신망 최적화를 위한 강화학습 기반 동적 라우팅 알고리즘
한국통신학회논문지, 48권, 9호, 1123쪽-1134쪽, 2023년. 김규선, 박수현, 김중헌, 김영구, 하재경, 전병현
강화학습 기반 자율형 사이버 위협 공격 COA 탐색 기술 동향
한국통신학회논문지, 47권, 11호, 1776쪽-1787쪽, 2022년. 손석빈, 이해민, 박수현, 김동화, 김중헌