Soyi Jung

Ajou University — South Korea

Engineering · Physical Sciences

22h-index1.6kcitations166works3.62yr avg
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Research Topics

UAV Applications and Optimization(42), Quantum Computing Algorithms and Architecture(21), Privacy-Preserving Technologies in Data(19), Distributed Control Multi-Agent Systems(18), Quantum Information and Cryptography(15)

Publications166 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
Integrated Control, Communication, and Computing for Mission-Critical Embedded Unmanned Aerial Vehicles
IEEE Transactions on Aerospace and Electronic Systems·2025
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
IEEE Transactions on Mobile Computing·2025· 3 cited
Stabilized classification control using multi-stage quantum convolutional neural networks for autonomous driving
Journal of Communications and Networks·2025Open Access
Structure and Recent Research Trends of Multi-Connectivity
The Journal of Korean Institute of Communications and Information Sciences·2025
Synergistic Power Optimization in Satellite-Terrestrial Coexistence Networks Via Attention-Driven Deep Reinforcement Learning
2025
Joint Interference Approximation and Guard-Band Management for Spectrum-Efficient Integrated NTN–TN Networks
IEEE Internet of Things Journal·2025· 5 cited
Optimized Handover Management for Reliable Connectivity in GEO-LEO Satellite Networks via Predictive Reinforcement Learning
2025· 1 cited
Terminal Mobility Prediction for Deep Reinforcement Learning-Based Handover Optimization in Non-Terrestrial Networks
The Journal of Korean Institute of Communications and Information Sciences·2025
Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control
arXiv (Cornell University)·2025Open Access
Quantum Multiagent Reinforcement Learning for Joint Cube Satellites and High-Altitude Long-Endurance Aerial Vehicles in SAGIN
IEEE Transactions on Aerospace and Electronic Systems·2025· 6 cited
Reinforcement Learning-based Excavation Trajectory Generation Algorithm Utilizing Soil Data
Journal of the Institute of Electronics and Information Engineers·2025
Behavior Tree-based Excavation Unit Task Planning Algorithm using Q-Learning
Journal of the Institute of Electronics and Information Engineers·2025
Quantum federated learning with pole-angle quantum local training and trainable measurement
Neural Networks·2025· 5 cited
Entanglement-Controlled Quantum Federated Learning
IEEE Internet of Things Journal·2025· 11 cited
Situation-aware deep reinforcement learning for autonomous nonlinear mobility control in cyber-physical loitering munition systems
Journal of Communications and Networks·2025· 4 citedOpen Access
Reinforcement Learning-based Local Task Planning Algorithm for Excavation Automation
Journal of the Institute of Electronics and Information Engineers·2025
Dynamic Quantum Federated Learning for UAV-Based Autonomous Surveillance
IEEE Transactions on Vehicular Technology·2025· 7 cited
Adaptive Excavation Automation in Complex Soil Environments Using Reinforcement Learning
IEEE Transactions on Automation Science and Engineering·2025
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Frequent Co-authors

Joongheon Kim(39), Won Joon Yun(22), Jae‐Hyun Kim(18), Soohyun Park(15), Yunseok Kwak(8), Chanyoung Park(8), Jihong Park(7), Joongheon Kim(6), Mehdi Bennis(5), MyungJae Shin(4), Jae Pyoung Kim(4), Gyu Seon Kim(3), Jong‐Kook Kim(3), Haemin Lee(3), Yoo Jeong Ha(3), Aziz Mohaisen(2), Hyunhee Cho(2), Minseok Choi(2), Carlos Cordeiro(2), Minjae Yoo(2)