| Sageflow: Robust federated learning against both stragglers and adversaries J Park, DJ Han, M Choi, J Moon Advances in neural information processing systems 34, 840-851, 2021 | 119 | 2021 |
| Wireless video caching and dynamic streaming under differentiated quality requirements M Choi, J Kim, J Moon IEEE Journal on Selected Areas in Communications 36 (6), 1245-1257, 2018 | 91 | 2018 |
| Markov decision policies for dynamic video delivery in wireless caching networks M Choi, A No, M Ji, J Kim IEEE Transactions on Wireless Communications 18 (12), 5705-5718, 2019 | 64 | 2019 |
| 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 |
| FedMes: Speeding up federated learning with multiple edge servers DJ Han, M Choi, J Park, J Moon IEEE Journal on Selected Areas in Communications 39 (12), 3870-3885, 2021 | 46 | 2021 |
| Dynamic power allocation and user scheduling for power-efficient and delay-constrained multiple access networks M Choi, J Kim, J Moon IEEE Transactions on Wireless Communications 18 (10), 4846-4858, 2019 | 41 | 2019 |
| SplitGP: Achieving both generalization and personalization in federated learning DJ Han, DY Kim, M Choi, CG Brinton, J Moon IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 31 | 2023 |
| 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 | 31 | 2021 |
| Joint distributed link scheduling and power allocation for content delivery in wireless caching networks M Choi, AF Molisch, J Kim IEEE Transactions on Wireless Communications 19 (12), 7810-7824, 2020 | 28 | 2020 |
| Joint mobile charging and coverage-time extension for unmanned aerial vehicles S Park, WY Shin, M Choi, J Kim IEEE Access 9, 94053-94063, 2021 | 25 | 2021 |
| Probabilistic caching and dynamic delivery policies for categorized contents and consecutive user demands M Choi, AF Molisch, DJ Han, D Kim, J Kim, J Moon IEEE Transactions on Wireless Communications 20 (4), 2685-2699, 2020 | 23 | 2020 |
| Dynamic video delivery using deep reinforcement learning for device-to-device underlaid cache-enabled internet-of-vehicle networks M Choi, M Shin, J Kim Journal of Communications and Networks 23 (2), 117-128, 2021 | 22 | 2021 |
| Blind Signal Classif i cation for Non-Orthogonal Multiple Access in Vehicular Networks M Choi, D Yoon, J Kim IEEE Transactions on Vehicular Technology 68 (10), 9722-9734, 2019 | 22 | 2019 |
| Optimal user selection for high-performance and stabilized energy-efficient federated learning platforms J Jeon, S Park, M Choi, J Kim, YB Kwon, S Cho Electronics 9 (9), 1359, 2020 | 20 | 2020 |
| Bi-directional cooperative NOMA without full CSIT M Choi, DJ Han, J Moon IEEE Transactions on Wireless Communications 17 (11), 7515-7527, 2018 | 18 | 2018 |
| PriMO-5G: making firefighting smarter with immersive videos through 5G KW Sung, E Mutafungwa, R Jäntti, M Choi, J Jeon, D Kim, J Kim, ... 2019 IEEE 2nd 5G World Forum (5GWF), 280-285, 2019 | 14 | 2019 |
| Non-orthogonal multiple access in distributed antenna systems for max-min fairness and max-sum-rate D Kim, M Choi IEEE Access 9, 69467-69480, 2021 | 12 | 2021 |
| Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse S Park, J Chung, C Park, S Jung, M Choi, S Cho, J Kim IEEE Transactions on Mobile Computing, 2024 | 10 | 2024 |
| Federated Split Learning With Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks DJ Han, DY Kim, M Choi, D Nickel, J Moon, M Chiang, CG Brinton IEEE Transactions on Mobile Computing, 2023 | 9 | 2023 |
| Probabilistic caching policy for categorized contents and consecutive user demands M Choi, D Kim, DJ Han, J Kim, J Moon ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019 | 9 | 2019 |
Joongheon KimKorea University Professor (Electrical Engineering) | USC PhD (Computer Science)Verified email at korea.ac.kr