| 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 | 127 | 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 | 82 | 2021 |
| Quantum neural networks: Concepts, applications, and challenges Y Kwak, WJ Yun, S Jung, J Kim IEEE International Conference on Ubiquitous and Future Networks (ICUFN), 413-416, 2021 | 79 | 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 | 60 | 2021 |
| Introduction to quantum reinforcement learning: Theory and pennylane-based implementation Y Kwak, WJ Yun, S Jung, JK Kim, J Kim IEEE International Conference on Information and Communication Technology …, 2021 | 48 | 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 IEEE International Conference on Distributed Computing Systems (ICDCS), 1332 …, 2022 | 42 | 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 | 39 | 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 IEEE International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2021 | 39 | 2021 |
| Quantum multi-agent meta reinforcement learning WJ Yun, J Park, J Kim AAAI Conference on Artificial Intelligence 37 (9), 11087-11095, 2023 | 37 | 2023 |
| 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 | 29 | 2023 |
| Slimmable quantum federated learning WJ Yun, JP Kim, S Jung, J Park, M Bennis, J Kim ICML Workshops on Dynamic Neural Network (Spotlight), 2022 | 29 | 2022 |
| 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 Conference on Computer Communications (INFOCOM), 1729-1738, 2022 | 28 | 2022 |
| Quality-aware deep reinforcement learning for streaming in infrastructure-assisted connected vehicles WJ Yun, D Kwon, M Choi, J Kim, G Caire, AF Molisch IEEE Transactions on Vehicular Technology 71 (2), 2002-2017, 2021 | 28 | 2021 |
| 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 | 27 | 2023 |
| SlimFL: Federated learning with superposition coding over slimmable neural networks WJ Yun, Y Kwak, H Baek, S Jung, M Ji, M Bennis, J Park, J Kim IEEE/ACM Transactions on Networking 31 (6), 2499-2514, 2023 | 15 | 2023 |
| Cooperative multi-agent deep reinforcement learning for reliable and energy-efficient mobile access via multi-UAV control C Park, S Park, S Jung, C Cordeiro, J Kim arXiv preprint arXiv:2210.00945, 2022 | 15 | 2022 |
| Multi-agent deep reinforcement learning using attentive graph neural architectures for real-time strategy games WJ Yun, S Yi, J Kim IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2967-2972, 2021 | 15 | 2021 |
| Infrastructure-assisted cooperative multi-UAV deep reinforcement energy trading learning for big-data processing S Jung, WJ Yun, J Kim, JH Kim IEEE International Conference on Information Networking (ICOIN), 159-162, 2021 | 14 | 2021 |
| Joint pilot design and channel estimation using deep residual learning for multi-cell massive MIMO under hardware impairments B Lim, WJ Yun, J Kim, YC Ko IEEE Transactions on Vehicular Technology 71 (7), 7599-7612, 2022 | 13 | 2022 |
| Hierarchical deep reinforcement learning-based propofol infusion assistant framework in anesthesia WJ Yun, M Shin, D Mohaisen, K Lee, J Kim IEEE Transactions on Neural Networks and Learning Systems 35 (2), 2510-2521, 2022 | 12 | 2022 |
