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Kang, Joonhyuk (강준혁)
교수, (전기및전자공학부)

http://artlab.kaist.ac.kr

Research Area
Wireless Communication Systems, Digital Communication, Artificial Intelligence
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    GeFL: Model-Agnostic Federated Learning With Generative Models

    Kang, Honggu; Cha, Seohyeon; Kang, Joonhyuk, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.25, no.4, pp.4493 - 4505, 2026-04

    2
    CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment

    Yu, Seunghun; Lee, Youngjoon; Gong, Jinu; et al, IEEE COMMUNICATIONS LETTERS, v.30, pp.1101 - 1105, 2026

    3
    Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction

    Yoo, Seonghoon; Park, Sangwoo; Popovski, Petar; et al, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.74, pp.423 - 438, 2026

    4
    Energy-Efficient Secure Communications via Joint Optimization of UAV Trajectory and Movable-Antenna Array Beamforming

    Kim, Sanghyeok; Gong, Jinu; Kang, Joonhyuk, IEEE WIRELESS COMMUNICATIONS LETTERS, v.15, pp.1210 - 1214, 2026

    5
    Sum-Rate Maximization of Cooperative Rate-Splitting for Massive IoT

    Park, Sanguk; Jeong, Seongah; Kang, Joonhyuk, IEEE WIRELESS COMMUNICATIONS LETTERS, v.14, no.12, pp.3977 - 3981, 2025-12

    6
    Rate-Splitting Multiple Access for Hierarchical HAP-LAP Networks Under Limited Fronthaul

    Kim, Jeongbin; Jeong, Seongah; Yoo, Seonghoon; et al, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.74, no.8, pp.13173 - 13178, 2025-08

    7
    NeFL: Nested Model Scaling for Federated Learning With System Heterogeneous Clients

    Kang, Honggu; Cha, Seohyeon; Shin Jinwoo; et al, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.24, no.8, pp.6734 - 6746, 2025-08

    8
    ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions

    Lee, Youngjoon; Park, Taehyun; Kang, Yeongjoon; et al, IEEE Internet of Things Magazine, v.8, no.2, pp.32 - 38, 2025-03

    9
    LR-FHSS Transceiver for Direct-to-Satellite IoT Communications: Design, Implementation, and Verification

    Jung, Sooyeob; Jeong, Seongah; Kang, Jinkyu; et al, IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY, v.6, pp.1920 - 1942, 2025

    10
    Robust Bayesian Optimization via Localized Online Conformal Prediction

    Kim, Dongwon; Zecchin, Matteo; Park, Sangwoo; et al, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.73, pp.2039 - 2052, 2025

    11
    국방 AI 연구 및 개발을 위한 환경 구성 제안

    이영준; 박태현; 강준혁, 국방과 보안, v.6, no.1, pp.359 - 374, 2024-06

    12
    Cache-Assisted Mobile-Edge Computing Over Space-Air-Ground Integrated Networks for Extended Reality Applications

    Yoo, SeongHoon; Jeong, Seongah; Kim, Jeongbin; et al, IEEE INTERNET OF THINGS JOURNAL, v.11, no.10, pp.18306 - 18319, 2024-05

    13
    Intelligent Reflecting Surface-Assisted Uplink NOMA for eMBB and URLLC Coexistence

    Na, Jinyeop; Kang, Jinkyu; Kang, Joonhyuk, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.73, no.5, pp.7406 - 7411, 2024-05

    14
    Energy-Efficient Vehicular Edge Computing With One-by-One Access Scheme

    Jang, Youngsu; Jeong, Seongah; Kang, Joonhyuk, IEEE WIRELESS COMMUNICATIONS LETTERS, v.13, no.1, pp.39 - 43, 2024-01

    15
    Transceiver Design and Performance Analysis for LR-FHSS-Based Direct-to-Satellite IoT

    Jung, Sooyeob; Jeong, Seongah; Kang, Jinkyu; et al, IEEE COMMUNICATIONS LETTERS, v.27, no.12, pp.3310 - 3314, 2023-12

    16
    Marine IoT Systems With Space-Air-Sea Integrated Networks: Hybrid LEO and UAV Edge Computing

    Jung, Sooyeob; Jeong, Seongah; Kang, Jinkyu; et al, IEEE INTERNET OF THINGS JOURNAL, v.10, no.23, pp.20498 - 20510, 2023-12

    17
    Secrecy Energy Efficiency Maximization for Secure Unmanned-Aerial-Vehicle-Assisted Simultaneous Wireless Information and Power Transfer Systems

    Ha, Daehan; Jeong, Seongah; Kang, Jinkyu; et al, DRONES, v.7, no.11, 2023-11

    18
    Generalized MGF-based secrecy outage performance analysis over fading channels using mixture gamma distribution

    Gong, Jinu; Kang, Joonhyuk, ICT EXPRESS, v.9, no.5, pp.827 - 833, 2023-10

    19
    Null Space Projection-Based Design of Multibeam for Joint Communication and Sensing Systems

    Suh, Jinbae; Kang, Joonhyuk; Han, Kawon; et al, IEEE COMMUNICATIONS LETTERS, v.27, no.8, pp.2162 - 2166, 2023-08

    20
    Velocity Optimization for UAV-Mounted Transmitter in Population-Varying Fields

    Ahn, Sungjun; Kang, Jinkyu; Park, Sungik; et al, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.72, no.8, pp.10572 - 10587, 2023-08
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