Hyesung Kim

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 25

Top Topics

Millimeter Wave

Top Venues

IEEE Commun. Lett.

IEEE Intell. Syst.

Publications

Hyesung Kim, Walter Featherstone, Sangsoo Jeong, Jicheol Lee, Basavaraj Jayawant Pattan, Suresh Chitturi, Daegyun Kim, Jin-Kyu Han
Mobile Edge Computing Enabler Layer: Edge-native APPLICATION Architecture For Mobile Networks. IEEE Commun. Stand. Mag. 7 (4) (2023)
Keonil Kim, Jisoo Ahn, Kwangyong Yoon, Minjung Ko, Jiyoung Ahn, Hyesung Kim, Jihyeon Park, Chulhyun Lee, Dongwoo Chang, Sukhoon Oh
In Vivo Magnetic Resonance Thermometry for Brain and Body Temperature Variations in Canines under General Anesthesia. Sensors 22 (11) (2022)
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. IEEE Intell. Syst. 36 (5) (2021)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Mean-Field Game-Theoretic Edge Caching. CoRR (2021)
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. IEEE Commun. Lett. 24 (10) (2020)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Blockchained On-Device Federated Learning. IEEE Commun. Lett. 24 (6) (2020)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. IEEE Trans. Veh. Technol. 69 (1) (2020)
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. IEEE Intell. Syst. 35 (4) (2020)
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. CoRR (2020)
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. CoRR (2020)
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Multi-hop Federated Private Data Augmentation with Sample Compression. CoRR (2019)
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
Distilling On-Device Intelligence at the Network Edge. CoRR (2019)
Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
Federated Reinforcement Distillation with Proxy Experience Memory. CoRR (2019)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
On-Device Federated Learning via Blockchain and its Latency Analysis. CoRR (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. CoRR (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. CoRR (2018)
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data. CoRR (2018)
Minho Kim, Seung-Woo Ko, Hyesung Kim, Seunghwan Kim, Seong-Lyun Kim
Exploiting Caching for Millimeter-Wave TCP Networks: Gain Analysis and Practical Design. IEEE Access 6 (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. SPAWC (2018)
Seungeun Oh, Hyesung Kim, Seong-Lyun Kim
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications. VNC (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics. CoRR (2017)
Joonsoo Kim, Hyesung Kim, Seong-Lyun Kim
Poster: Millimeter wave V2V communications with inaccurate location information. VNC (2017)
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim
Cognitive Random Access for Internet-of-Things Networks. VTC Spring (2017)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Ultra-dense edge caching under spatio-temporal demand and network dynamics. ICC (2017)
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim
Cognitive Random Access for Internet-of-Things Networks. CoRR (2016)
Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim
Network Utility Maximization With Asymmetric User Satisfaction. IEEE Commun. Lett. 19 (7) (2015)