Seong-Lyun Kim

Most-cited papers

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park +2 more
2018arXiv.org796 citations
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Blockchained On-Device Federated Learning
Hyesung Kim, Jihong Park, M. Bennis, Seong-Lyun Kim
2018IEEE Communications Letters768 citations Open access
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Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim +3 more
2020Proceedings of the IEEE187 citations Open access
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XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
Myungjae Shin, C. Hwang, Joongheon Kim, Jihong Park +2 more
2020arXiv.org130 citations
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On-Device Federated Learning via Blockchain and its Latency Analysis
Hyesung Kim, Jihong Park, M. Bennis, Seong-Lyun Kim
2018arXiv.org118 citations
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Federated Knowledge Distillation
Hyowoon Seo, Jihong Park, Seungeun Oh, M. Bennis +1 more
2020arXiv.org115 citations
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Tractable Resource Management With Uplink Decoupled Millimeter-Wave Overlay in Ultra-Dense Cellular Networks
Jihong Park, Seong-Lyun Kim, J. Zander
2015IEEE Transactions on Wireless Communications107 citations Open access
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Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim +2 more
2020IEEE Communications Letters68 citations Open access
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Live Prefetching for Mobile Computation Offloading
Seung-Woo Ko, Kai-Bin Huang, Seong-Lyun Kim, Hyukjin Chae
2016IEEE Transactions on Wireless Communications67 citations Open access
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Asymptotic behavior of ultra-dense cellular networks and its economic impact
Jihong Park, Seong-Lyun Kim, J. Zander
20142014 IEEE Global Communications Conference51 citations Open access
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Feasibility of cognitive machine-to-machine communication using cellular bands
Hyun-Kwan Lee, Dong Min Kim, Y. Hwang, Seung-Min Yu +1 more
2013IEEE wireless communications46 citations
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Exploiting User Mobility for WiFi RTT Positioning: A Geometric Approach
Kyuwon Han, Seung-Min Yu, Seong-Lyun Kim, Seung-Woo Ko
2020IEEE Internet of Things Journal42 citations Open access
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Smartphone-based Indoor Localization Using Wi-Fi Fine Timing Measurement
Kyuwon Han, Seung-Min Yu, Seong-Lyun Kim
2019International Conference on Indoor Positioning and Indoor Navigation40 citations
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Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach
Hyesung Kim, Jihong Park, M. Bennis, Seong-Lyun Kim
2018International Workshop on Signal Processing Advances in Wireless Communications40 citations Open access
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User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics
Jihong Park, S. Jung, Seong-Lyun Kim, M. Bennis +1 more
2016Global Communications Conference39 citations Open access
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Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning
Han Cha, Jihong Park, Hyesung Kim, M. Bennis +1 more
2020IEEE Intelligent Systems34 citations Open access
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Distilling On-Device Intelligence at the Network Edge
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh +5 more
2019arXiv.org33 citations
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Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks
Hyesung Kim, Jihong Park, M. Bennis, Seong-Lyun Kim +1 more
2018IEEE Transactions on Vehicular Technology28 citations Open access
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Game-Theoretic Understanding of Price Dynamics in Mobile Communication Services
Seung-Min Yu, Seong-Lyun Kim
2013IEEE Transactions on Wireless Communications28 citations Open access
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Ultra-dense edge caching under spatio-temporal demand and network dynamics
Hyesung Kim, Jihong Park, M. Bennis, Seong-Lyun Kim +1 more
20172017 IEEE International Conference on Communications (ICC)27 citations Open access
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Worst-Case User Analysis in Poisson Voronoi Cells
S. Jung, Hyun-Kwan Lee, Seong-Lyun Kim
2013IEEE Communications Letters26 citations Open access
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Co-Primary Spectrum Sharing for Inter-Operator Device-to-Device Communication
Byungjin Cho, Konstantinos Koufos, R. Jäntti, Seong-Lyun Kim
2016IEEE Journal on Selected Areas in Communications24 citations Open access
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The Capacity of Energy-Constrained Mobile Networks with Wireless Power Transfer
Seung-Woo Ko, Seung-Min Yu, Seong-Lyun Kim
2013IEEE Communications Letters20 citations
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Communication-Efficient and Personalized Federated Lottery Ticket Learning
Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim +1 more
2021International Workshop on Signal Processing Advances in Wireless Communications19 citations Open access
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Hiding in the Crowd: Federated Data Augmentation for On-Device Learning
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim +2 more
2020IEEE Intelligent Systems19 citations Open access
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Federated Reinforcement Distillation with Proxy Experience Memory
Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim +1 more
2019arXiv.org19 citations Open access
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Multi-hop Federated Private Data Augmentation with Sample Compression
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim +2 more
2019arXiv.org19 citations
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Traffic convexity aware cellular networks: a vehicular heavy user perspective
T. Shim, Jihong Park, Seung-Woo Ko, Seong-Lyun Kim +2 more
2015IEEE wireless communications15 citations Open access
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A Reinforcement Learning Approach to Dynamic Spectrum Access in Internet-of-Things Networks
Chaehee Han, Seong-Lyun Kim
2019ICC 2019 - 2019 IEEE International Conference on Communications (ICC)14 citations
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Enhancing TCP end-to-end performance in millimeter-wave communications
Minho Kim, Seung-Woo Ko, Seong-Lyun Kim
2017IEEE International Symposium on Personal, Indoor and Mobile Radio Communications14 citations Open access
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Optimization of Spectrum Allocation and Subsidization in Mobile Communication Services
S. Jung, Seung-Min Yu, Seong-Lyun Kim
2016IEEE Transactions on Vehicular Technology14 citations
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Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks
Jihong Park, Seong-Lyun Kim, M. Bennis, M. Debbah
2016Global Communications Conference14 citations Open access
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Sum-rate maximizing cell association via dual-connectivity
Minho Kim, S. Jung, Seong-Lyun Kim
2015International Conference on Computer, Information and Telecommunication Systems14 citations Open access
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An Iterative Algorithm for Optimal Carrier Sensing Threshold in Random CSMA/CA Wireless Networks
Dong Min Kim, Seong-Lyun Kim
2013IEEE Communications Letters14 citations Open access
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Sense-and-predict: Opportunistic MAC based on spatial interference correlation for cognitive radio networks
Jeemin Kim, Seung-Woo Ko, Han Cha, Seong-Lyun Kim
2017International Symposium on Dynamic Spectrum Access Networks13 citations Open access
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On the throughput gain of device-to-device communications
Y. Hwang, Jihong Park, K. Sung, Seong-Lyun Kim
2015ICT express13 citations Open access
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Scenario making for assessment of secondary spectrum access
Y. Hwang, Seong-Lyun Kim, K. Sung, J. Zander
2012IEEE wireless communications13 citations
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Revisiting frequency reuse towards supporting ultra-reliable ubiquitous-rate communication
Jihong Park, Dong Min Kim, P. Popovski, Seong-Lyun Kim
2017International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks12 citations Open access
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Guaranteeing user welfare in network service: comparison of two subsidy schemes
Min Seung, Seong-Lyun Kim
2012PERV12 citations
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Impact of Node Speed on Energy-Constrained Opportunistic Internet-of-Things with Wireless Power Transfer
Seung-Woo Ko, Seong-Lyun Kim
2018Italian National Conference on Sensors11 citations Open access
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Cooperative transmissions in ultra-dense networks under a bounded dual-slope path loss model
Yanpeng Yang, K. Sung, Jihong Park, Seong-Lyun Kim +1 more
2017European Conference on Networks and Communications11 citations Open access
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Energy efficient mobile computation offloading via online prefetching
Seung-Woo Ko, Kai-Bin Huang, Seong-Lyun Kim, Hyukjin Chae
20172017 IEEE International Conference on Communications (ICC)10 citations
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Cognitive Random Access for Internet-of-Things Networks
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim
2016IEEE Vehicular Technology Conference10 citations Open access
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Node mobility and capacity in wireless controllable ad hoc networks
Jae-Young Seol, Seong-Lyun Kim
2012Computer Communications10 citations
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On the Frequency Allocation for Coordinated Multi-Point Joint Transmission
June Hwang, Seung-Min Yu, Seong-Lyun Kim, R. Jantti
2012IEEE Vehicular Technology Conference10 citations
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Feasibility of Massive Device-to-Device Communications in Cellular Networks
Y. Hwang, K. Sung, Seong-Lyun Kim
201210 citations Open access
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Delay Performance of Two-Stage Access in Cellular Internet-of-Things Networks
Jeemin Kim, Hyun-Kwan Lee, Dong Min Kim, Seong-Lyun Kim
2018IEEE Transactions on Vehicular Technology9 citations
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Over-the-Air Consensus for Distributed Vehicle Platooning Control
Jihoon Lee, Yong-Hoon Jang, Hansol Kim, Seong-Lyun Kim +1 more
2022ICC 2023 - IEEE International Conference on Communications8 citations
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Guest Editorial Airborne Communication Networks
Xian-Bin Cao, Seong-Lyun Kim, K. Obraczka, Cheng-Xiang Wang +2 more
2018IEEE J. Sel. Areas Commun.8 citations Open access
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Stochastic Geometry Analysis of Normalized SNR-Based Scheduling in Downlink Cellular Networks
Takuya Ohto, Koji Yamamoto, Seong-Lyun Kim, Takayuki Nishio +1 more
2016IEEE Wireless Communications Letters7 citations Open access
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