Joongheon Kim

Yonsei University — South Korea

Computer Science · Physical Sciences

34h-index4.8kcitations370works3.32yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(48), UAV Applications and Optimization(43), Quantum Information and Cryptography(34), Advanced MIMO Systems Optimization(34), Privacy-Preserving Technologies in Data(31)

Publications370 total

Hybrid Large Language Models and Reinforcement Learning for Energy-Efficient Multisatellite Scheduling: Boosting the Performance From Scratch
IEEE Internet of Things Journal·2025
Joint scalable quantum convolutional neural network and reverse fidelity training for high-accurate recognition in unmanned aerial vehicle surveillance
The Journal of Supercomputing·2025
Trends in Multi-modal Large Language Models for 3D Point Cloud Understanding
2025
Polarization Reconfigurable Beamforming with Transformer-Based Deep Neural Network
2025
Quantum Circuit Structure Optimization for Quantum Reinforcement Learning
2025
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
IEEE Transactions on Mobile Computing·2025· 3 cited
Polarization Reconfigurable Transmit-Receive Beam Alignment with Interpretable Transformer
arXiv (Cornell University)·2025Open Access
Special issue on quantum technologies for communication systems
Journal of Communications and Networks·2025Open Access
Stabilized classification control using multi-stage quantum convolutional neural networks for autonomous driving
Journal of Communications and Networks·2025Open Access
Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection [Research Frontier]
IEEE Computational Intelligence Magazine·2025
Quantum infidelity codistillation for fast and accurate distributed quantum machine learning
The Journal of Supercomputing·2025
Quantum Jump to Virtual Worlds: High-Quality Multiple Virtual Metaspace Realization in Metaverse
IEEE Multimedia·2025
Quantum Circuit Structure Optimization for Quantum Reinforcement Learning
arXiv (Cornell University)·2025Open Access
A Reinforcement Learning-Based Path Optimization for Autonomous Underwater Vehicle Mission Execution in Dynamic Marine Environments
Journal of KIISE·2025
Learnable Encryption with a Diffusion Property
2025· 1 cited
Joint Interference Approximation and Guard-Band Management for Spectrum-Efficient Integrated NTN–TN Networks
IEEE Internet of Things Journal·2025· 5 cited
AQUA: Hardware-Agnostic Qubit Allocation for Quantum Multi-Programming
2025
AI-Native 6G Networks: The 6GARROW Integrated Device-Network Approach
2025Open Access
Stabilized Robust Control for Lightweight Autonomous Aircraft Mobility: A Quantum Reinforcement Learning Approach
2025
Reinforcement Learning-Based Autonomous Underwater Vehicle Waypoint Generation Algorithm in Dynamic Environments
The Journal of Korean Institute of Communications and Information Sciences·2025
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Frequent Co-authors

Soyi Jung(15), Won Joon Yun(11), Jae‐Hyun Kim(7), Sungrae Cho(7), MyungJae Shin(6), Andreas F. Molisch(6), Jihong Park(5), Soohyun Park(5), Aziz Mohaisen(5), Jaeho Choi(4), Yunseok Kwak(4), Mehdi Bennis(3), Seunghyeok Oh(3), Dohyun Kwon(3), Minseok Choi(3), Jae Pyoung Kim(3), Juheon Yi(3), Sunghyun Choi(3), Chanyoung Park(3), Nhu‐Ngoc Dao(3)