| 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 | 151 | 2022 |
| 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 | 102 | 2021 |
| 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 | 99 | 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 | 68 | 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 | 63 | 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 | 58 | 2022 |
| 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 | 49 | 2023 |
| 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 | 46 | 2021 |
| 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 | 45 | 2020 |
| Quantum multiagent actor–critic neural networks for internet-connected multirobot coordination in smart factory management WJ Yun, JP Kim, S Jung, JH Kim, J Kim IEEE Internet of Things Journal 10 (11), 9942-9952, 2023 | 40 | 2023 |
| Multi-agent reinforcement learning for cooperative air transportation services in city-wide autonomous urban air mobility C Park, GS Kim, S Park, S Jung, J Kim IEEE Transactions on Intelligent Vehicles 8 (8), 4016-4030, 2023 | 39 | 2023 |
| Slimmable quantum federated learning WJ Yun, JP Kim, S Jung, J Park, M Bennis, J Kim arXiv preprint arXiv:2207.10221, 2022 | 39 | 2022 |
| Quantum Multiagent 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 10 (22), 20033-20048, 2023 | 37 | 2023 |
| 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 | 36 | 2021 |
| 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 | 33 | 2021 |
| 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 | 32 | 2022 |
| 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 | 27 | 2022 |
| 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 | 27 | 2021 |
| Quantum multi-agent reinforcement learning for autonomous mobility cooperation S Park, JP Kim, C Park, S Jung, J Kim IEEE Communications Magazine, 2023 | 25 | 2023 |
| 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 | 25 | 2019 |
Joongheon KimKorea University Professor (Electrical Engineering) | USC PhD (Computer Science)Verified email at korea.ac.kr
