| 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 | 107 | 2022 |
| 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 | 72 | 2021 |
| 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 | 59 | 2021 |
| 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 | 55 | 2021 |
| 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 | 43 | 2021 |
| 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 | 39 | 2022 |
| 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 | 39 | 2020 |
| 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 | 32 | 2021 |
| 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 | 30 | 2021 |
| 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 | 28 | 2023 |
| 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 | 26 | 2022 |
| Slimmable quantum federated learning WJ Yun, JP Kim, S Jung, J Park, M Bennis, J Kim arXiv preprint arXiv:2207.10221, 2022 | 25 | 2022 |
| 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 | 23 | 2021 |
| 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 | 22 | 2019 |
| 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 | 21 | 2021 |
| 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 | 20 | 2022 |
| Joint message-passing and convex optimization framework for energy-efficient surveillance UAV scheduling S Jung, J Kim, JH Kim Electronics 9 (9), 1475, 2020 | 20 | 2020 |
| Quantum multi-agent actor-critic networks for cooperative mobile access in multi-UAV systems C Park, WJ Yun, JP Kim, TK Rodrigues, S Park, S Jung, J Kim IEEE Internet of Things Journal, 2023 | 18 | 2023 |
| Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management WJ Yun, JP Kim, S Jung, JH Kim, J Kim IEEE Internet of Things Journal, 2023 | 18 | 2023 |
| 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 | 18 | 2021 |
Joongheon KimKorea University Professor (Electrical Engineering) | USC PhD (Computer Science)korea.ac.kr의 이메일 확인됨
