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Ewha University

College of Artificial Intelligence

HyungJune Lee Professor

Department of Computer Science and Engineering/Division of Artificial Intelligence and Software

이형준 프로필 사진
Prof. HyungJune Lee has been a professor in the Department of Computer Science and Engineering at Ewha Womans University since 2012. He received his B.S. degree in Electrical Engineering from Seoul National University, Republic of Korea in 2001. He obtained his M.S. and Ph.D. degrees in Electrical Engineering from Stanford University in 2006 and 2010, respectively. He joined Broadcom as Sr. Staff Scientist for working on research and development of 60GHz 802.11ad SoC MAC. Also, he worked for AT&T Labs as Principal Member of Technical Staff with the involvement of LTE overload estimation, LTE-WiFi interworking, and heterogeneous networks. His current research interests include edge AI, lightweight AI, and distributed AI in Edge Computing and Generative AI-driven indoor localization, and network intrusion detection system (NIDS).
  • Division Chair, Division of Artificial Intelligence and Software/Division Chair, Software Science and Engineering/Department Chair, Department of Computer Science & Engineering/Department Chair, Department of Computer Science & Engineering
  • Asan Engineering Building #334
  • 02-3277-6644
  • Office hours
    • Tue 1:00pm - 2:00pm
  • Research Interests
    • Edge AI/Lightweight AI, Distributed AI, Generative AI-driven Indoor Localization, Edge Computing, Network Intrusion Detection System
Research Record
  • COOL: Conservation of Output Links for Pruning Algorithms in Network Intrusion Detection IEEE Internet of Things Journal, 2024, v.11 no.5, 8906-8920
    SCIE Scopus dColl.
  • Predictive Path Planning of Multiple UAVs for Effective Network Hotspot Coverage IEEE Transactions on Vehicular Technology, 2023, v.72 no.12, 16683-16700
    SCIE Scopus dColl.
  • EdgePipe: Tailoring Pipeline Parallelism with Deep Neural Networks for Volatile Wireless Edge Devices IEEE Internet of Things Journal, 2022, v.9 no.14, 11633-11647
    SCIE Scopus dColl.
  • JointNIDS: Efficient Joint Traffic Management for On-Device Network Intrusion Detection IEEE Transactions on Vehicular Technology, 2022, v.71 no.12, 13254-13265
    SCIE Scopus dColl.
  • Stacked Autoencoder-Based Probabilistic Feature Extraction for On-Device Network Intrusion Detection IEEE INTERNET OF THINGS JOURNAL, 2022, v.9 no.16, 14438-14451
    SCIE Scopus dColl.
  • StitchNet: Distributed On-Device Model Partitioning Over Edge Devices Under Volatile Wireless Links IEEE ACCESS, 2022, v.10, 110616-110627
    SCIE Scopus dColl.
  • 병렬 딥러닝 기법에 관한 연구 동향 분석 한국통신학회논문지, 2021, v.46 no.10, 1604-1617
    KCI dColl.
  • Infrastructure-Less Vehicle Traffic Density Estimation via Distributed Packet Probing in V2V Network IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, v.69 no.10, 10403-10418
    SCIE Scopus dColl.
  • Rendezvous: Opportunistic Data Delivery to Mobile Users by UAVs Through Target Trajectory Prediction IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, v.69 no.2, 2230-2245
    SCIE Scopus dColl.
  • Time-Dependent Ad-Hoc Routing Structure for Delivering Delay-Sensitive Data Using UAVs IEEE ACCESS, 2020, v.8, 36322-36336
    SCIE Scopus dColl.
  • Timely directional data delivery to multiple destinations through relay population control in vehicular ad hoc network INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2020, v.16 no.5, 1550147720907820
    SCIE Scopus dColl.
  • Towards Persistent Surveillance and Reconnaissance Using a Connected Swarm of Multiple UAVs IEEE ACCESS, 2020, v.8, 157906-157917
    SCIE Scopus dColl.
  • On-Demand Computation Offloading Architecture in Fog Networks ELECTRONICS, 2019, v.8 no.10, 1076
    SCIE Scopus dColl.
  • Constructing full-coverage 3D UAV Ad-Hoc networks through collaborative exploration in unknown urban environments IEEE International Conference on Communications, 2018, v.2018-May
    Scopus dColl.
  • DroneNet+: Adaptive Route Recovery Using Path Stitching of UAVs in Ad-Hoc Networks 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, 2018, v.2018-January, 1-7
    Scopus dColl.
  • DroneNetX: Network Reconstruction Through Connectivity Probing and Relay Deployment by Multiple UAVs in Ad Hoc Networks IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, v.67 no.11, 11192-11207
    SCIE Scopus dColl.
  • Adaptive path planning of UAVs for delivering delay-sensitive information to ad-hoc nodes IEEE Wireless Communications and Networking Conference, WCNC, 2017
    Scopus dColl.
  • PUFSec: Device fingerprint-based security architecture for Internet of Things Proceedings - IEEE INFOCOM, 2017
    Scopus dColl.
  • DMirNet: Inferring direct microRNA-mRNA association networks BMC Systems Biology, 2016, v.10
    SCIE Scopus dColl.
  • Deadline-aware packet routing based on optimal charging schedule in electric vehicular networks International Conference on Information Networking, 2016, v.2016-March, 172-177
    Scopus dColl.
  • Proactive patrol dispatch surveillance system by inferring mobile trajectories of multiple intruders using binary proximity sensors Proceedings - IEEE INFOCOM, 2016, v.2016-July
    Scopus dColl.
  • Social-aware data forwarding through scattered caching in disruption tolerant networks IEEE Wireless Communications and Networking Conference, WCNC, 2016, v.2016-September
    Scopus dColl.
  • DroneNet: Network reconstruction through sparse connectivity probing using distributed UAVs IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, 2015, v.2015-December
    Scopus dColl.
  • Predictive Data Delivery to Mobile Users Through Mobility Learning in Wireless Sensor Networks IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2015, v.64 no.12, 5831-5849
    SCIE Scopus dColl.
  • [학술지논문] Predictive Path Planning of Multiple UAVs for Effective Network Hotspot Coverage IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, v.72 no.12 , 16683-16700
    SCIE
  • [학술지논문] VersatileFL: Volatility-Resilient Federated Learning in Wireless Edge Networks IEEE International Conference on Sensing, Communication, and Networking (SECON) Proceeding, 2023, v.1 no.1 , 1-9
    SCIE
  • [학술지논문] JointNIDS: Efficient Joint Traffic Management for On-Device Network Intrusion Detection IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, v.71 no.12 , 13254-13265
    SCI
  • [학술지논문] Stacked Autoencoder-Based Probabilistic Feature Extraction for On-Device Network Intrusion Detection IEEE INTERNET OF THINGS JOURNAL, 2022, v.9 no.16 , 14438-14451
    SCIE
  • [학술지논문] EdgePipe: Tailoring Pipeline Parallelism With Deep Neural Networks for Volatile Wireless Edge Devices IEEE INTERNET OF THINGS JOURNAL, 2021, v.9 no.14 , 11633-11647
    SCIE
  • [학술지논문] A Survey on Parallel Deep Learning 한국통신학회논문지, 2021, v.46 no.10 , 1604-1617
    KCI
  • [학술지논문] Infrastructure-Less Vehicle Traffic Density Estimation via Distributed Packet Probing in V2V Network IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, v.69 no.10 , 10403-10418
    SCI
  • [학술지논문] PUFGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture IEEE INFOCOM 2020, 2020, v.1 no.1 , 904-913
    SCI
  • [학술지논문] Rendezvous: Opportunistic Data Delivery to Mobile Users by UAVs Through Target Trajectory Prediction IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, v.69 no.2 , 2230-2245
    SCI
  • [학술지논문] Time-Dependent Ad-Hoc Routing Structure for Delivering Delay-Sensitive Data Using UAVs IEEE ACCESS, 2020, v.8 no.0 , 36322-36336
    SCIE
  • [학술지논문] Timely directional data delivery to multiple destinations through relay population control in vehicular ad hoc network INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2020, v.16 no.5 , 1-14
    SCIE
  • [학술지논문] Towards Persistent Surveillance and Reconnaissance Using a Connected Swarm of Multiple UAVs IEEE ACCESS, 2020, v.8 no.0 , 157906-157917
    SCIE
  • [학술지논문] On-Demand Computation Offloading Architecture in Fog Networks ELECTRONICS, 2019, v.8 no.10 , 1076-1076
    SCIE
Courses
  • 2024-2nd

    • Computer Architecture

      • Subject No 20493Class No 01
      • 2Year ( 3Credit , 3Hour) Mon 3~3 (ENG ) , Wed 2~2 (151)
      • Major Requisite
    • Java Programming and Labs 강의 계획서 상세보기

      • Subject No 35914Class No 04
      • 2Year ( 3Credit , 4.5Hour) Tue 6~6 (ENG A125-2) , Tue 7~8 (ENG A125-2)
    • S/W Self-Designed Study Ⅰ

      • Subject No 38082Class No 01
      • Year ( 3Credit
    • S/W Self-Designed Study Ⅱ

      • Subject No 38083Class No 01
      • Year ( 3Credit
    • Machine Learning

      • Subject No 38428Class No 02
      • 4Year ( 3Credit , 3Hour) Tue 2~2 (ENG A107) , Fri 3~3 (ENG A107)
  • 2024-1st

  • 2023-2nd

  • 2023-1st

  • 2022-2nd

    • Information Technology and Future Society

    • Computer Architecture

  • 2022-1st

    • Information Technology and Future Society

    • Computer Programming & Lab

    • Introduction to Edge Computing

  • 2021-2nd

    • Information Technology and Future Society

    • Computer Architecture

  • 2021-1st

    • Information Technology and Future Society

    • Computer Programming & Lab

    • Software-based Convergence System Design 강의 계획서 상세보기

      • Subject No 36503Class No 05
      • 2Year ( 3Credit , 4.5Hour) Mon 3~5 (ENG A223)
      • Major Requisite
Academic Background

Stanford University Ph.D.(Electrical Engin.)

Stanford University M.Sc.(Electrical Engin.)

Seoul Nat'l Univ. 공학사(전기공학)

Work Experience

Assistant Director, Center for Entrepreneurship 2021-02-01 ~ 2023-01-31

창업지원단장 2023-01-01 ~ 2023-01-31

Department Chair, Joint Major of Entrepreneurship 2021-02-01 ~ 2023-01-31

Director, Business Incubator 2021-11-01 ~ 2022-12-31

Director, Business Incubator 2021-02-01 ~ 2021-10-31