이화여자대학교

Hyunggon Park Professor

Electronic & Electrical Engineering/Semiconductor Engineering/ Graduate Program in System Health and Engineering

박형곤 프로필 사진 
Dr. Park is a Professor in the Department of Electronics Engineering at the Ewha Womans University, Seoul, South Korea. He received the B.S. degree from the Pohang University of Science and Technology (POSTECH), Pohang, Korea in 2004, and the M.S. and Ph.D. degrees from the University of California, Los Angeles (UCLA), Los Angeles, CA, USA in 2006 and 2008, respectively. He was an intern researcher at the IBM T. J. Watson Research Center in 2008, a senior researcher at the Swiss Federal Institute of Technology (Ecole Polytechnique Fédérale de Lausanne, EPFL), Lausanne, Switzerland in 2009-2010, a Researcher at the Alan Turing Institute, London, UK, and an academic visitor at the University of Cambridge, Cambridge, UK, 2020-2021. His research interests include resource management strategies for multimedia communications and networking based on game theory, optimization theory, etc. He has published more than 60 domestic and international papers and held several patents. He was a recipient of the Graduate Study Abroad Scholarship from the National Research Foundation of Korea (NRF) in 2004, and a recipient of the Gregory Fellowship from Electrical Engineering Department, UCLA in 2008. He is a Senior Member of IEEE and a Lifetime Member of KICS. He is the Editor-in-Cheif of the Journal of Korean Institute of Communications and Information Sciences (J-KICS).
  • Asan Engineering Building #427
  • 02-3277-3896
  • Office hours
    • 이메일로 미리 연락
  • Research Interests
    • Multiagent systems, Artificial intelligence/Machine learning, Game theory, Communications/Networks, Optimization
Research Record
  • [학술지논문] Alternating Offer-Based Payment Allocation for Privacy Non-Disclosure in Federated Learning IEEE SIGNAL PROCESSING LETTERS, 2025, v.32 no.0 , 1500-1504
    SCIE
  • [학술지논문] Lightweight Machine Sound Anomaly Detector based on Parallel Discrete Wavelet Transform IEEE SENSORS JOURNAL, 2025, v.0 no.0 , 0-0
    SCIE
  • [학술지논문] Reduced-RSS: Reduced Residual Search Space for Nash Bargaining Solutions IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, v.0 no.0 , 1-11
    SCIE
  • [학술지논문] Robust hierarchical anomaly detection using feature impact in IoT networks ICT Express, 2025, v.11 no.2 , 358-363
    SCIE
  • [학술지논문] SV-SAE: Layer-wise Pruning of Autoencoder based on Link Contributions IEEE ACCESS, 2025, v.13 no.0 , 75666-75678
    SCIE
  • [학술지논문] Stochastic approximate inference of latent information in epidemic model: A data-driven approach SIGNAL PROCESSING, 2025, v.232 no.0 , 109919-109919
    SCIE
  • [학술지논문] Data Dissemination Framework Using Low-Rank Approximation in Edge Networks IEEE ACCESS, 2024, v.12 no.0 , 1266-1279
    SCIE
  • Stochastic approximate inference of latent information in epidemic model: A data-driven approach SIGNAL PROCESSING, 2025, v.232, 109919
    SCIE Scopus dColl.
  • Acoustic Anomaly Detection Based on Band Energy of Discrete Wavelet Transform Journal of Korean Institute of Communications and Information Sciences, 2024, v.49 no.4, 612-619
    Scopus KCI dColl.
  • Data Dissemination Framework Using Low-Rank Approximation in Edge Networks IEEE Access, 2024, v.12, 1266-1279
    SCIE Scopus dColl.
  • Poster: Symmetrical Pruning for Lightweight Network Anomaly Detector MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services, 2024 , 634-635
    Scopus dColl.
  • 이산 웨이블릿 변환 기반의 대역 에너지를 활용한 음향 신호의 이상 탐지 한국통신학회논문지, 2024, v.49 no.4, 612-619
    KCI dColl.
  • V2G에서 비용 최소화를 위한 최적 에너지 저장 장치 결정 전략 한국통신학회논문지, 2023, v.48 no.5, 600-606
    KCI dColl.
  • Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks IEEE Communications Letters, 2022 , 1-1
    SCIE Scopus dColl.
  • ECS-NBS: Exact Computation of Sequential Nash Bargaining Solutions IEEE Transactions on Vehicular Technology, 2022, v.71 no.12, 13453-13457
    SCIE Scopus dColl.
  • 다수의 이종 기기로부터 수집된 데이터의 실시간 관리 시스템 구현 한국통신학회논문지, 2022, v.47 no.5, 789-799
    KCI dColl.
  • 입력 데이터 무작위도 특성이 기본 오토인코더와 적층 오토인코더의 학습 성능에 미치는 영향 한국통신학회논문지, 2022, v.47 no.1, 178-187
    KCI dColl.
  • 랜덤 이동 모델을 따르는 무선 노드의 Q-learning 기반 애드혹 네트워크 구축 전략 한국통신학회논문지, 2021, v.46 no.11, 1834-1845
    KCI dColl.
  • Intelligent IoT Connectivity: Deep Reinforcement Learning Approach IEEE SENSORS JOURNAL, 2020, v.20 no.5, 2782-2791
    SCIE Scopus dColl.
  • V2I 네트워크 환경에서 Systematic Network Coding을 이용한 데이터 기반 고신뢰 전송 방법 한국통신학회논문지, 2020, v.45 no.2, 327-336
    KCI dColl.
  • 동공 크기 변화 기반 효과적 학습 상태 분류를 위한 데이터 재구성 알고리즘 한국통신학회논문지, 2020, v.45 no.10, 1756-1766
    KCI dColl.
  • Distributed topology design for network coding deployed networks Signal Processing, 2019, v.165, 380-392
    SCIE Scopus dColl.
  • Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, v.18 no.6, 1316-1329
    SCIE Scopus dColl.
  • SDN/NFV 자동화를 위한 머신러닝기술 연구 동향 한국통신학회논문지, 2019, v.44 no.1, 92-105
    KCI dColl.
  • Direction Vector-Based Algorithm for the Nash Bargaining Solution in Dynamic Networks IEEE COMMUNICATIONS LETTERS, 2018, v.22 no.7, 1342-1345
    SCIE Scopus dColl.
  • Systematic network coding based reliable real-time multimedia streaming system 2018 IEEE International Conference on Consumer Electronics, ICCE 2018, 2018, v.2018-January, 1-2
    Scopus dColl.
  • A pupil data based classification model for education learning states International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017, 2017, v.2017-December, 141-143
    Scopus dColl.
  • An architecture of IPTV networks based on network coding International Conference on Ubiquitous and Future Networks, ICUFN, 2017 , 462-464
    Scopus dColl.
  • Analysis on decoding error rate of systematic network coding 2017 IEEE International Conference on Consumer Electronics, ICCE 2017, 2017 , 258-259
    Scopus dColl.
  • Design of low complexity human anxiety classification model based on machine learning Transactions of the Korean Institute of Electrical Engineers, 2017, v.66 no.9, 1402-1408
    Scopus KCI dColl.
  • Distributed Network Formation Strategy for Network Coding Based Wireless Networks IEEE SIGNAL PROCESSING LETTERS, 2017, v.24 no.4, 432-436
    SCIE Scopus dColl.
  • Implementation of network coding algorithm for single queue with single memory devices International Conference on Ubiquitous and Future Networks, ICUFN, 2017 , 627-629
    Scopus dColl.
  • Network coding-based distributed network formation game for multi-source multicast networks IEEE International Conference on Communications, 2017
    Scopus dColl.
  • Power allocation games for cooperative coordinated multipoint transmission scheme 19th Asia-Pacific Network Operations and Management Symposium: Managing a World of Things, APNOMS 2017, 2017 , 395-398
    Scopus dColl.
  • Approximate decoding for network coded inter-dependent data SIGNAL PROCESSING, 2016, v.120, 222-235
    SCIE Scopus dColl.
  • Coalition based low-complexity algorithm for Nash bargaining solution International Conference on Ubiquitous and Future Networks, ICUFN, 2016, v.2016-August, 498-500
    Scopus dColl.
  • ECG Authentication System Design Based on Signal Analysis in Mobile and Wearable Devices IEEE Signal Processing Letters, 2016, v.23 no.6, 805-808
    SCIE Scopus dColl.
  • Efficient resource allocation strategies based on nash bargaining solution with linearized constraints Transactions of the Korean Institute of Electrical Engineers, 2016, v.65 no.3, 463-468
    Scopus KCI dColl.
  • Low complexity algorithms for network coding based on singular value decomposition International Conference on Ubiquitous and Future Networks, ICUFN, 2016, v.2016-August, 641-643
    Scopus dColl.
  • The cluster formation strategies for approximate decoding in IoT networks International Conference on Information Networking, 2016, v.2016-March, 366-368
    Scopus dColl.
  • The impact of network coding cluster size on approximate decoding performance KSII Transactions on Internet and Information Systems, 2016, v.10 no.3, 1144-1158
    SCIE Scopus KCI dColl.
  • 모바일 센서 네트워크에서 압축 센싱을 이용한 저전력데이터 전송 시스템 한국통신학회논문지, 2016, v.41 no.11, 1589
    KCI dColl.
  • A user customized service provider framework based on machine learning International Conference on Ubiquitous and Future Networks, ICUFN, 2015, v.2015-August, 23-25
    Scopus dColl.
  • Energy-efficient data transmission strategy for network coded bidirectional de Bruijn networks International Conference on Ubiquitous and Future Networks, ICUFN, 2015, v.2015-August, 37-39
    Scopus dColl.
  • User satisfaction fairness based optimal charging algorithm for multiple devices 17th Asia-Pacific Network Operations and Management Symposium: Managing a Very Connected World, APNOMS 2015, 2015, 19-21 AUG 2015, 503-506
    Scopus dColl.
  • Approximate recovery of network coded real-time information International Conference on Information Networking, 2014, 17 April 2014, 545-549
    Scopus dColl.
  • Compressed network coding: Overcome all-or-nothing problem in finite fields IEEE Wireless Communications and Networking Conference, WCNC, 2014, 20 November 2014, 2851-2856
    Scopus dColl.
  • Implementation of approximate decoding algorithm over TCP/IP International Conference on Ubiquitous and Future Networks, ICUFN, 2014, 6th International Conference on Ubiquitous and Future Networks, ICUFN 2014, 477-478
    Scopus dColl.
  • Nash 협상 해법 기반 전력 최소화를 위한 다중 청소로봇간 영역분배 알고리즘 한국통신학회논문지C, 2014, 제39권 4호, 400-406
    KCI dColl.
  • Scheduling-based real time energy flow control strategy for building energy management system ENERGY AND BUILDINGS, 2014, v.75, 239-248
    SCIE Scopus dColl.
  • Vertical Handover Strategy for Multi-Layered Real-Time Video Traffics IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, v.E97D no.10, 2802-2805
    Scopus dColl.
  • [학술지논문] Implementation of 5G Network Data Analytics Function Simulator Based on Actor Models 한국통신학회논문지, 2025, v.50 no.2 , 366-377
    Scopus
  • [학술지논문] Game-Theoretic Lightweight Autoencoder Design for Intrusion Detection 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024, v.0 no.0 , 0-0
    SCIE
  • [학술지논문] Lightweight Acoustic Anomaly Detection Algorithm for Wireless Sensor Networks 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024, v.0 no.0 , 0-0
    SCIE
  • [학술지논문] Parameter-Transferred Irreducible LSTM for Traffic Data Imputation IEEE SENSORS JOURNAL, 2024, v.24 no.14 , 22178-22188
    SCIE
  • [학술지논문] Optimal Decision of Energy Storage System for Cost Minimization in V2G 한국통신학회논문지, 2023, v.48 no.5 , 600-606
    KCI
  • [학술지논문] Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks IEEE COMMUNICATIONS LETTERS, 2022, v.26 no.8 , 1809-1813
    SCI
  • [학술지논문] ECS-NBS: Exact Computation of Sequential Nash Bargaining Solutions IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, v.71 no.12 , 13453-13457
    SCI
  • [학술지논문] Implementation of the Real-Time Management System for Data Collected from Multiple Heterogeneous Devices 한국통신학회논문지, 2022, v.47 no.5 , 789-799
    KCI
  • [학술지논문] Impact of Input Data Randomness on Training Performance of Basic Autoencoder and Stacked Autoencoder 한국통신학회논문지, 2022, v.47 no.1 , 178-187
    KCI
  • [학술지논문] Bidirectional Imputation of Spatio-Temporal Data based on LSTM with Parameter Transfer IEEE Wireless Communications and Networking Conference (IEEE WCNC 2021), 2021, v.0 no.0 , 0-0
    SCIE
  • [학술지논문] Q-learning Based Ad-Hoc Network Formation Strategy for Wireless Nodes with Random Mobility Models 한국통신학회논문지, 2021, v.46 no.11 , 1834-1845
    KCI
  • [학술지논문] Intelligent IoT Connectivity: Deep Reinforcement Learning Approach IEEE SENSORS JOURNAL, 2020, v.20 no.5 , 2782-2791
    SCIE
  • [학술지논문] Non-iterative Coordinated Beamforming for Multicell MIMO Heterogeneous Networks WIRELESS PERSONAL COMMUNICATIONS, 2020, v.112 no.2 , 763-775
    SCIE
  • [학술지논문] V2I 네트워크 환경에서 Systematic Network Coding을 이용한 데이터 기반 고신뢰 전송 방법 한국통신학회논문지, 2020, v.45 no.2 , 327-336
  • [학술발표] Symmetrical Pruning for Lightweight Network Anomaly Detector MOBISYS '24: 22nd Annual International Conference on Mobile Systems, Applications and Services, 일본, 도쿄, 2024-06-04 MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Service, 2024, 634-635
  • [학술발표] Low-complexity Anomaly Detection Method based on Feature Importance using Shapley Value 14th International Conference on Ubiquitous and Future Networks, ICUFN 2023, 프랑스, 파리, 2023-07-06 Proceedings on 14th International Conference on Ubiquitous and Future Networks, 2023, 885-888
  • [학술발표] Service-Based Optimal Group Resource Allocation Strategy 14th International Conference on Ubiquitous and Future Networks, ICUFN 2023, 프랑스, 파리, 2023-07-06 Proceedings on 14th International Conference on Ubiquitous and Future Networks, 2023, 576-579
  • [학술발표] Efficient Low-rank Federated Learning based on Singular Value Decomposition 23rd Int. Sym on Theory, Algorithmic Foundations, and Protocol Design for Mobile Netw. (Mobihoc), 대한민국, 2022-10-17 Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2022
  • [학술발표] Feature expansion of single dimensional time series data for machine learning classification International Conference on Ubiquitous and Future Networks, 대한민국, 2021-08-18 Proc. International Conference on Ubiquitous and Future Networks, 2021
  • [학술발표] Efficient and Reliable Data Dissemination over Handover Dynamics in V2I Networks IEEE International Conference on Consumer Electronics (ICCE), 미국, Las Vegas, 2020-01-04 Proceeding in IEEE International Conference on Consumer Electronics (ICCE), 2020
  • [지적재산권] V2I 네트워크에서 데이터 송신 방법 및 장치 Overseas : Patent , Registration , 11,363,432, 2022
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Courses

  • 2025-1st

    • Advanced Random Processes

    • Smart Factory Capstone Design

  • 2024-2nd

    • Digital Communications

      • Subject No 30279Class No 01
      • 3Year ( 3Credit , 3Hour) Mon 3~3 (ENG ) , Wed 2~2 (161)
        • Syllabus(File)

    • Smart Factory Capstone Design

  • 2024-1st

    • Advanced Topics in Communications Ⅳ

    • Smart Factory Capstone Design

  • 2023-2nd

  • 2023-1st

  • 2022-2nd

    • Communications Laboratory

      • Subject No 35327Class No 01
      • 3Year ( 2Credit , 3Hour) Mon 2~3 (ENG A424)
        • Syllabus(URL)

    • Communications Laboratory

      • Subject No 35327Class No 02
      • 3Year ( 2Credit , 3Hour) Mon 4~5 (ENG A424)
        • Syllabus(URL)

    • Random Process

      • Subject No 35477Class No 01
      • 2Year ( 3Credit , 3Hour) Mon 6~6 (ENG ) , Wed 5~5 (161)
        • Syllabus(URL)

    • Optimization Theory

      • Subject No G14741Class No 01
      • Year ( 3Credit , 3Hour) Mon 7~8 (ENG )
        • Syllabus(URL)

  • 2022-1st

    • Embedded System Design and Lab

      • Subject No 36517Class No 01
      • 4Year ( 3Credit , 3Hour) Mon 6~6 (ENG ) , Wed 5~5 (151) , Wed 6~6 (ENG A424(A))
        • Syllabus(URL)

    • EE-Industry Internship I

      • Subject No 37079Class No 01
      • 4Year ( 3Credit

    • EE-Industry Internship II

      • Subject No 37080Class No 01
      • 4Year ( 3Credit

    • Advanced Topics in Communications III

      • Subject No G14712Class No 01
      • Year ( 3Credit , 3Hour) Mon 3~4 (ENG A-521)
        • Syllabus(URL)
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Academic Background

University of California, Los Angeles Ph.D.(Electrical Engineering)

University of California, Los Angeles M.S.(Electrical Engineering)

Pohang Univ. of Science and Technology 공학사(전자전기공학과)

Work Experience

Associate Vice President for Office of Admissions 2016-03-01 ~ 2017-03-31

입학처장직무대행 2016-10-31 ~ 2017-03-31

교수사정관 2015-09-01 ~ 2017-03-31

Associate Vice President for Office of Admissions 2015-02-01 ~ 2016-02-29

EPFL, Postdoctoral Research Fellow 2009-04-01 ~ 2010-02-28

Division Chair, Division of Advanced Technology 2021-02-01 ~ 2023-01-31

Department Chair, Electronic and Electrical Engineering 2021-02-01 ~ 2023-01-31

Vice President for Information and Communications 2023-02-01 ~ 2025-01-31

The University of Cambridge, Academic Visitor 2020-02-01 ~ 2021-01-31

The Alan Turing Institute, Researcher 2020-02-01 ~ 2021-01-31