Hyesung Kim

26 papers Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Mobile Edge Computing Enabler Layer: Edge-native APPLICATION Architecture For Mobile Networks.
IEEE Commun. Stand. Mag.
Hyesung Kim, Walter Featherstone, Sangsoo Jeong, Jicheol Lee, Basavaraj Jayawant Pattan, Suresh Chitturi, Daegyun Kim, Jin-Kyu Han
2022 J jnl
In Vivo Magnetic Resonance Thermometry for Brain and Body Temperature Variations in Canines under General Anesthesia.
Sensors
Keonil Kim, Jisoo Ahn, Kwangyong Yoon, Minjung Ko, Jiyoung Ahn, Hyesung Kim, Jihyeon Park, Chulhyun Lee, Dongwoo Chang, Sukhoon Oh
2021 J jnl
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning.
IEEE Intell. Syst.
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2021 J jnl
Mean-Field Game-Theoretic Edge Caching.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2020 J jnl
Blockchained On-Device Federated Learning.
IEEE Commun. Lett.
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.
IEEE Trans. Veh. Technol.
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2020 J jnl
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
CoRR
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
IEEE Commun. Lett.
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
CoRR
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
IEEE Intell. Syst.
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2019 J jnl
Distilling On-Device Intelligence at the Network Edge.
CoRR
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
2019 J jnl
Federated Reinforcement Distillation with Proxy Experience Memory.
CoRR
Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
2019 J jnl
Multi-hop Federated Private Data Augmentation with Sample Compression.
CoRR
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
CoRR
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Exploiting Caching for Millimeter-Wave TCP Networks: Gain Analysis and Practical Design.
IEEE Access
Minho Kim, Seung-Woo Ko, Hyesung Kim, Seunghwan Kim, Seong-Lyun Kim
2018 — conf
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.
SPAWC
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2018 J jnl
On-Device Federated Learning via Blockchain and its Latency Analysis.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 — conf
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications.
VNC
Seungeun Oh, Hyesung Kim, Seong-Lyun Kim
2017 — conf
Cognitive Random Access for Internet-of-Things Networks.
VTC Spring
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim
2017 — conf
Poster: Millimeter wave V2V communications with inaccurate location information.
VNC
Joonsoo Kim, Hyesung Kim, Seong-Lyun Kim
2017 J jnl
Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics.
CoRR
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2017 — conf
Ultra-dense edge caching under spatio-temporal demand and network dynamics.
ICC
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2016 J jnl
Cognitive Random Access for Internet-of-Things Networks.
CoRR
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim
2015 J jnl
Network Utility Maximization With Asymmetric User Satisfaction.
IEEE Commun. Lett.
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim