Publications

Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization
IEEE Transactions on Wireless Communications, v(n):ppp-ppp, Month Year. J.-H. Lee, C. Park, S. Park, A. F. Molisch

Learning-based Cooperative Mobility Control for Autonomous Drone-Delivery
IEEE Transactions on Vehicular Technology, v(n):ppp-ppp, Month Year. S. Park, C. Park, J. Kim

Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
IEEE Communications Magazine, v(n):ppp-ppp, Month Year. S. Park, J. P. Kim, C. Park, S. Jung, 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

Quantum Split Learning for Privacy-Preserving Information Management
ACM Conference on Information and Knowledge Management (CIKM), Birmingham, United Kingdom, October 2023. S. Park, H. Baek, J. Kim
(Acceptance Rate (short): 152/554=27.44%)

Logarithmic Dimension Reduction for Quantum Neural Networks
ACM Conference on Information and Knowledge Management (CIKM), Birmingham, United Kingdom, October 2023. H. Baek, S. Park, J. Kim
(Acceptance Rate (short): 152/554=27.44%)

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)

EQuaTE: Efficient Quantum Train Engine for Run-Time Dynamic Analysis and Visual Feedback in Autonomous Driving
IEEE Internet Computing, 27(5):24-31, September-October 2023. S. Park, H. Feng, C. Park, Y. K. Lee, S. Jung, J. Kim

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 VTS 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