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Soyi Jung
Soyi Jung
Assistant Professor, Department of Electrical and Computer Engineering, Ajou University
Adresă de e-mail confirmată pe ajou.ac.kr - Pagina de pornire
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Cooperative multiagent deep reinforcement learning for reliable surveillance via autonomous multi-UAV control
WJ Yun, S Park, J Kim, MJ Shin, S Jung, DA Mohaisen, JH Kim
IEEE Transactions on Industrial Informatics 18 (10), 7086-7096, 2022
1002022
Orchestrated scheduling and multi-agent deep reinforcement learning for cloud-assisted multi-UAV charging systems
S Jung, WJ Yun, MJ Shin, J Kim, JH Kim
IEEE Transactions on Vehicular Technology 70 (6), 5362-5377, 2021
692021
Quantum neural networks: Concepts, applications, and challenges
Y Kwak, WJ Yun, S Jung, J Kim
2021 Twelfth International Conference on Ubiquitous and Future Networks …, 2021
552021
Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications
WJ Yun, S Jung, J Kim, JH Kim
ICT Express 7 (1), 1-4, 2021
532021
Introduction to quantum reinforcement learning: Theory and pennylane-based implementation
Y Kwak, WJ Yun, S Jung, JK Kim, J Kim
2021 international conference on information and communication technology …, 2021
392021
Quantum multi-agent reinforcement learning via variational quantum circuit design
WJ Yun, Y Kwak, JP Kim, H Cho, S Jung, J Park, J Kim
2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022
382022
Intelligent active queue management for stabilized QoS guarantees in 5G mobile networks
S Jung, J Kim, JH Kim
IEEE Systems Journal 15 (3), 4293-4302, 2020
382020
Attention-based reinforcement learning for real-time UAV semantic communication
WJ Yun, B Lim, S Jung, YC Ko, J Park, J Kim, M Bennis
2021 17th International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2021
312021
Infrastructure-assisted on-driving experience sharing for millimeter-wave connected vehicles
S Jung, J Kim, M Levorato, C Cordeiro, JH Kim
IEEE Transactions on Vehicular Technology 70 (8), 7307-7321, 2021
292021
Quantum distributed deep learning architectures: Models, discussions, and applications
Y Kwak, WJ Yun, JP Kim, H Cho, J Park, M Choi, S Jung, J Kim
ICT Express 9 (3), 486-491, 2023
252023
Joint superposition coding and training for federated learning over multi-width neural networks
H Baek, WJ Yun, Y Kwak, S Jung, M Ji, M Bennis, J Park, J Kim
IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 1729-1738, 2022
252022
Slimmable quantum federated learning
WJ Yun, JP Kim, S Jung, J Park, M Bennis, J Kim
arXiv preprint arXiv:2207.10221, 2022
232022
Reducing consecutive collisions in sensing based semi persistent scheduling for cellular-V2X
SY Jung, HR Cheon, JH Kim
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-5, 2019
212019
Feasibility study of multi-site split learning for privacy-preserving medical systems under data imbalance constraints in COVID-19, X-ray, and cholesterol dataset
YJ Ha, G Lee, M Yoo, S Jung, S Yoo, J Kim
Scientific Reports 12 (1), 1534, 2022
202022
Spatio-temporal split learning for privacy-preserving medical platforms: Case studies with covid-19 ct, x-ray, and cholesterol data
YJ Ha, M Yoo, G Lee, S Jung, SW Choi, J Kim, S Yoo
IEEE Access 9, 121046-121059, 2021
202021
Large-scale water quality prediction using federated sensing and learning: A case study with real-world sensing big-data
S Park, S Jung, H Lee, J Kim, JH Kim
Sensors 21 (4), 1462, 2021
202021
Quantum scheduling for millimeter-wave observation satellite constellation
J Kim, Y Kwak, S Jung, JH Kim
2021 IEEE VTS 17th Asia Pacific Wireless Communications Symposium (APWCS), 1-5, 2021
182021
Joint message-passing and convex optimization framework for energy-efficient surveillance UAV scheduling
S Jung, J Kim, JH Kim
Electronics 9 (9), 1475, 2020
182020
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms
S Jung, J Kim
Journal of Real-Time Image Processing 18 (5), 1815-1825, 2021
172021
Stabilized adaptive sampling control for reliable real-time learning-based surveillance systems
D Kim, S Park, J Kim, JY Bang, S Jung
Journal of Communications and Networks 23 (2), 129-137, 2021
172021
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