[논문]
윤원준, Mehdi Bennis, Mingyue Ji, 곽윤석, 백한결, 정소이, 김중헌, 박지홍,
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks,
IEEE-ACM TRANSACTIONS ON NETWORKING,
Vol.31,
No.6,
pp. 2499-2514
(Dec, 2023)
[논문]
박찬영, Tiago Koketsu Rodrigues, 김재평, 김중헌, 윤원준, 정소이, 박수현,
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
(Nov, 2023)
[논문]
정소이, Chanyoung Park, Marco Levorato, 김재현, Joongheon Kim,
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks,
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,
pp. 14889-14905
(Nov, 2023)
[논문]
박수현, 김중헌, 손석빈, 이윤규, 정소이,
Two-Stage Architectural Fine-tuning for Neural Architecture Search in Efficient Transfer Learning,
ELECTRONICS LETTERS,
Vol.59,
No.24,
pp. e13066-e13066
(Nov, 2023)
[논문]
박수현, 박찬영, 이해민, 정소이, 김중헌, 최민석,
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes,
ETRI JOURNAL,
Vol.45,
No.5,
pp. 735-745
(Sep, 2023)
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[논문]
윤원준, Mehdi Bennis, Mingyue Ji, 곽윤석, 백한결, 정소이, 김중헌, 박지홍,
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks,
IEEE-ACM TRANSACTIONS ON NETWORKING,
Vol.31,
No.6,
pp. 2499-2514
(Dec, 2023)
[논문]
박수현, 김중헌, 손석빈, 이윤규, 정소이,
Two-Stage Architectural Fine-tuning for Neural Architecture Search in Efficient Transfer Learning,
ELECTRONICS LETTERS,
Vol.59,
No.24,
pp. e13066-e13066
(Nov, 2023)
[논문]
박찬영, Tiago Koketsu Rodrigues, 김재평, 김중헌, 윤원준, 정소이, 박수현,
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
(Nov, 2023)
[논문]
정소이, Chanyoung Park, Marco Levorato, 김재현, Joongheon Kim,
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks,
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,
pp. 14889-14905
(Nov, 2023)
[논문]
박수현, 박찬영, 이해민, 정소이, 김중헌, 최민석,
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes,
ETRI JOURNAL,
Vol.45,
No.5,
pp. 735-745
(Sep, 2023)
[논문]
박수현, Hao Feng, 박찬영, 정소이, 김중헌, 이윤규,
EQuaTE: Efficient Quantum Train Engine for Runtime Dynamic Analysis and Visual Feedback in Autonomous Driving,
IEEE INTERNET COMPUTING,
Vol.27,
No.5,
pp. 24-31
(Sep, 2023)
[논문]
백한결, 이로운, 정소이, 김중헌, 박수현,
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
(Sep, 2023)
[논문]
박찬영, 김규선, 정소이, 김중헌, 박수현,
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility,
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,
Vol.8,
pp. 4016-4030
(Aug, 2023)
[논문]
곽윤석, 김재평, 윤원준, 조현희, 정소이, 김중헌, 박지홍, 최민석,
Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications,
ICT Express,
Vol.3,
pp. 486-491
(Jun, 2023)
[논문]
이원재, 김태윤, 김진기, 김재현, 정소이,
Group contention-based full-duplex unmanned aerial vehicle relay system,
ICT Express,
pp. 1-6
(Jun, 2023)
[논문]
김태윤, 이원재, 김진기, 김재현, 정소이,
Energy-Efficient Full-Duplex MAC Protocol Design for Air-Terrestrial Communication,
JOURNAL OF COMMUNICATIONS AND NETWORKS,
pp. 333-343
(Jun, 2023)
[논문]
Won Joon Yun, Jae Pyoung Kim, 김재현, 정소이, Joongheon Kim,
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management,
IEEE Internet of Things Journal,
pp. 9942-9952
(Jun, 2023)
[논문]
윤원준, 신명재, 정소이, 고정길, 김중헌, 이형철,
Deep Reinforcement Learning-based Propofol Infusion Control for Anesthesia: A Feasibility Study with a 3000-Subject Dataset,
COMPUTERS IN BIOLOGY AND MEDICINE,
pp. 106739-106739
(Apr, 2023)
[논문]
정소이, David Mohaisen, 김재현, 김중헌,
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction,
Computer Networks,
pp. 109651-109651
(Apr, 2023)
[논문]
박수현, 박찬영, 김재현, 정소이, 김중헌,
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks,
IEEE Access,
pp. 16533-16548
(Feb, 2023)
[논문]
이해민, Sean Kwon, 정소이, 김중헌,
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery,
JOURNAL OF COMMUNICATIONS AND NETWORKS,
pp. 710-721
(Dec, 2022)
[논문]
윤원준, Sean Kwon, 신명재, 정소이, 김중헌,
Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles,
JOURNAL OF COMMUNICATIONS AND NETWORKS,
pp. 710-721
(Dec, 2022)
[논문]
윤원준, David A. Mohaisen, 박수현, 신명재, 김재현, 정소이, 김중헌,
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
(Oct, 2022)
[논문]
정소이, 김지형, 윤미영, 이문식, 김재현, 김중헌,
Trustworthy Handover in LEO Satellite Mobile Networks,
ICT Express,
Vol.8,
No.3,
pp. 432-437
(Sep, 2022)
[논문]
하유정, 유민재, 이구상, 정소이, 김중헌, 유시환,
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset,
Scientific Reports,
pp. 1534-1534
(Jan, 2022)
[논문]
김태윤, 정소이, 김재현,
심층 강화학습 기반 적응적 SAR 이미지 필터링 알고리즘 설계,
한국통신학회논문지,
pp. 172-175
(Feb, 2023)
[학술회의]
정소이, 김재현, 김중헌,
Fundamental Link Budget Analysis for Low EarthOrbit Satellite Downlink Communications,
IEEE International Conference on ICT Convergence (ICTC),
(Oct, 2023)
[학술회의]
박수현, 정소이, 김중헌, 이윤규, 박찬영, 윤원준,
EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis,
IEEE International Conference on Distributed Computing Systems,
(Jul, 2023)
[학술회의]
박찬영, 정소이, 김중헌, 윤원준, 이해민,
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications,
IEEE International Conference on Distributed Computing Systems,
(Jul, 2023)
[학술회의]
박찬영, 정소이, 김중헌, 김재현, 김규선, 박수현,
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility,
IEEE International Conference on Communications,
(May, 2023)
[학술회의]
백한결, 김중헌, 정소이, 유민재, 하유정,
Neural Architectural Nonlinear Pre-Processing for mmWave Rador-based Human Gesture Perception,
IEEE International Conference on Information Networking,
(Jan, 2023)
[학술회의]
Gyu Seon Kim, 김재현, 정소이, Joongheon Kim, Chanyoung Park, Hyunsoo Lee,
Hybrid MAC for Military UAV Networks,
2023 International Conference on Information Networking (ICOIN),
(Jan, 2023)
[학술회의]
정소이, 김재현, 김중헌,
NR-V2X 네트워크에서 최적의 자원할당을 통한 효과적인 차량 안전 메시지 전송 기법,
한국통신학회 추계종합학술발표회,
(Nov, 2022)
[학술회의]
김규선, 김재현, 정소이, 김중헌, 이현수,
자가학습 기반 Hybrid MAC을 적용한 군용 UAV 통신 모델 연구,
한국통신학회 추계종합학술발표회,
(Nov, 2022)
[학술회의]
박상현, 정소이, 김중헌, 박재윤,
Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sesnsor-based Calibration and Visualization,
IEEE International Conference on ICT Convergence (ICTC),
(Oct, 2022)
[학술회의]
윤원준, 정소이, 김종국, 김중헌, David Mohaisen,
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly,
ACM Conference on Information and Knowledge Management (CIKM),
(Oct, 2022)
[학술회의]
조준형, 정소이, 김준영, 허준영,
강화학습 기반 무인 운행 예인선 자율 선박 접안 시스템 개발,
한국통신학회 추계종합학술발표회,
(Nov, 2023)
[학술회의]
박건후, 정소이, 김준영, 유영재,
유니티 3D 엔진 기반 자율 제동 시스템 구현,
한국통신학회 추계종합학술발표회,
(Nov, 2023)
[학술회의]
배연준, 정소이, 김준영, 박성훈, 이지영,
강화학습 기반 자율 주차 시뮬레이션 구현,
한국통신학회 추계종합학술발표회,
(Nov, 2023)