| Blockchained on-device federated learning H Kim, J Park, M Bennis, SL Kim IEEE Communications Letters 24 (6), 1279-1283, 2019 | 829* | 2019 |
| Communication-efficient on-device machine learning: Federated distillation and augmentation under non-iid private data E Jeong, S Oh, H Kim, J Park, M Bennis, SL Kim arXiv preprint arXiv:1811.11479, 2018 | 566 | 2018 |
| Mix2FLD: Downlink federated learning after uplink federated distillation with two-way mixup S Oh, J Park, E Jeong, H Kim, M Bennis, SL Kim IEEE Communications Letters 24 (10), 2211-2215, 2020 | 52 | 2020 |
| Massive UAV-to-ground communication and its stable movement control: A mean-field approach H Kim, J Park, M Bennis, SL Kim 2018 IEEE 19th international workshop on signal processing advances in …, 2018 | 46 | 2018 |
| Distilling on-device intelligence at the network edge J Park, S Wang, A Elgabli, S Oh, E Jeong, H Cha, H Kim, SL Kim, ... arXiv preprint arXiv:1908.05895, 2019 | 34 | 2019 |
| Communication-efficient on-device machine learning: Federated distillation and augmentation under non-iid private data. arXiv 2018 E Jeong, S Oh, H Kim, J Park, M Bennis, SL Kim arXiv preprint arXiv:1811.11479, 1811 | 33 | 1811 |
| Ultra-dense edge caching under spatio-temporal demand and network dynamics H Kim, J Park, M Bennis, SL Kim, M Debbah 2017 IEEE International Conference on Communications (ICC), 1-7, 2017 | 32 | 2017 |
| Mean-field game theoretic edge caching in ultra-dense networks H Kim, J Park, M Bennis, SL Kim, M Debbah IEEE Transactions on Vehicular Technology 69 (1), 935-947, 2019 | 26 | 2019 |
| Proxy experience replay: Federated distillation for distributed reinforcement learning H Cha, J Park, H Kim, M Bennis, SL Kim IEEE Intelligent Systems 35 (4), 94-101, 2020 | 24 | 2020 |
| Multi-hop federated private data augmentation with sample compression E Jeong, S Oh, J Park, H Kim, M Bennis, SL Kim arXiv preprint arXiv:1907.06426, 2019 | 24 | 2019 |
| Federated reinforcement distillation with proxy experience memory H Cha, J Park, H Kim, SL Kim, M Bennis arXiv preprint arXiv:1907.06536, 2019 | 18 | 2019 |
| Data transmitting method using WLAN H Cho, KIM Seonglyun, J Choi, KIM Jeemin, KIM Hyesung, H Ko US Patent 9,888,341, 2018 | 16 | 2018 |
| Hiding in the crowd: Federated data augmentation for on-device learning E Jeong, S Oh, J Park, H Kim, M Bennis, SL Kim IEEE Intelligent Systems 36 (5), 80-87, 2020 | 13 | 2020 |
| Exploiting caching for millimeter-wave TCP networks: Gain analysis and practical design M Kim, SW Ko, H Kim, S Kim, SL Kim IEEE Access 6, 69769-69781, 2018 | 11 | 2018 |
| Cognitive random access for internet-of-things networks H Kim, SW Ko, SL Kim 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), 1-5, 2017 | 11 | 2017 |
| Method and apparatus for providing data in edge computing system H KIM, S Kim, J Lee, Y Han US Patent 11,196,840, 2021 | 5 | 2021 |
| Poster: Millimeter wave V2V communications with inaccurate location information J Kim, H Kim, SL Kim 2017 IEEE Vehicular Networking Conference (VNC), 35-36, 2017 | 5 | 2017 |
| Method and apparatus for managing information related to edge computing service H Kim, J Lee US Patent 11,212,360, 2021 | 4 | 2021 |
| Method and apparatus for adjusting application context relocation in edge computing system KIM Hyesung, S Kim, J Lee US Patent App. 17/758,348, 2023 | 3 | 2023 |
| Poster: Location-based directional CSMA/CA for millimeter wave V2V communications S Oh, H Kim, SL Kim 2018 IEEE Vehicular Networking Conference (VNC), 1-2, 2018 | 3 | 2018 |
Seong-Lyun KimSchool of EEE, Yonsei UniversityVerified email at yonsei.ac.kr
