HyungJune Lee Professor
Department of Computer Science and Engineering
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
- Predictive Path Planning of Multiple UAVs for Effective Network Hotspot Coverage IEEE Transactions on Vehicular Technology, 2023, v.72 no.12, 16683-16700
- 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
- JointNIDS: Efficient Joint Traffic Management for On-Device Network Intrusion Detection IEEE Transactions on Vehicular Technology, 2022, v.71 no.12, 13254-13265
- Stacked Autoencoder-Based Probabilistic Feature Extraction for On-Device Network Intrusion Detection IEEE INTERNET OF THINGS JOURNAL, 2022, v.9 no.16, 14438-14451
- StitchNet: Distributed On-Device Model Partitioning Over Edge Devices Under Volatile Wireless Links IEEE ACCESS, 2022, v.10, 110616-110627
- 병렬 딥러닝 기법에 관한 연구 동향 분석 한국통신학회논문지, 2021, v.46 no.10, 1604-1617
- 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
- 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
- Time-Dependent Ad-Hoc Routing Structure for Delivering Delay-Sensitive Data Using UAVs IEEE ACCESS, 2020, v.8, 36322-36336
- 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
- Towards Persistent Surveillance and Reconnaissance Using a Connected Swarm of Multiple UAVs IEEE ACCESS, 2020, v.8, 157906-157917
- On-Demand Computation Offloading Architecture in Fog Networks ELECTRONICS, 2019, v.8 no.10, 1076
- Constructing full-coverage 3D UAV Ad-Hoc networks through collaborative exploration in unknown urban environments IEEE International Conference on Communications, 2018, v.2018-May
- 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
- 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
- Adaptive path planning of UAVs for delivering delay-sensitive information to ad-hoc nodes IEEE Wireless Communications and Networking Conference, WCNC, 2017
- PUFSec: Device fingerprint-based security architecture for Internet of Things Proceedings - IEEE INFOCOM, 2017
- DMirNet: Inferring direct microRNA-mRNA association networks BMC Systems Biology, 2016, v.10
- Deadline-aware packet routing based on optimal charging schedule in electric vehicular networks International Conference on Information Networking, 2016, v.2016-March, 172-177
- Proactive patrol dispatch surveillance system by inferring mobile trajectories of multiple intruders using binary proximity sensors Proceedings - IEEE INFOCOM, 2016, v.2016-July
- Social-aware data forwarding through scattered caching in disruption tolerant networks IEEE Wireless Communications and Networking Conference, WCNC, 2016, v.2016-September
- 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
- 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
- [학술지논문] Predictive Path Planning of Multiple UAVs for Effective Network Hotspot Coverage IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, v.72 no.12 , 16683-16700
- [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
- [학술지논문] JointNIDS: Efficient Joint Traffic Management for On-Device Network Intrusion Detection IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, v.71 no.12 , 13254-13265
- [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
- [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
- [학술지논문] A Survey on Parallel Deep Learning 한국통신학회논문지, 2021, v.46 no.10 , 1604-1617
- [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
- [학술지논문] PUFGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture IEEE INFOCOM 2020, 2020, v.1 no.1 , 904-913
- [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
- [학술지논문] Time-Dependent Ad-Hoc Routing Structure for Delivering Delay-Sensitive Data Using UAVs IEEE ACCESS, 2020, v.8 no.0 , 36322-36336
- [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
- [학술지논문] Towards Persistent Surveillance and Reconnaissance Using a Connected Swarm of Multiple UAVs IEEE ACCESS, 2020, v.8 no.0 , 157906-157917
- [학술지논문] On-Demand Computation Offloading Architecture in Fog Networks ELECTRONICS, 2019, v.8 no.10 , 1076-1076
Courses
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2024-1st
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Information Communications 강의 계획서 상세보기
- Subject No 34743Class No 01
- 3Year ( 3Credit , 3Hour) Mon 3~3 (ENG ) , Wed 2~2 (153)
- Major Requisite
-
Introduction to Edge Computing
- Subject No G17849Class No 01
- Year ( 3Credit , 3Hour) Mon 4~5 (ENG A124)
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Computer Architecture 강의 계획서 상세보기
- Subject No SE252Class No 01
- Year ( 3Credit , 3Hour) Mon 8~9 (ENG A-122)
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-
2023-2nd
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Computer Architecture
- Subject No 20493Class No 01
- 2Year ( 3Credit , 3Hour) Mon 3~3 (ENG ) , Wed 2~2 (151)
- Major Requisite
-
Machine Learning 강의 계획서 상세보기
- Subject No 38428Class No 02
- 4Year ( 3Credit , 3Hour) Mon 6~6 (ENG ) , Wed 5~5 (161)
-
-
2023-1st
-
Information Technology and Future Society 강의 계획서 상세보기
- Subject No 11160Class No 01
- Year ( 3Credit , 3Hour)
-
Information Communications 강의 계획서 상세보기
- Subject No 34743Class No 02
- 3Year ( 3Credit , 3Hour) Wed 3~3 (ENG ) , Fri 2~2 (161)
- Major Requisite
-
Introduction to Edge Computing
- Subject No G17849Class No 01
- Year ( 3Credit , 3Hour) Fri 3~4 (ENG )
-
-
2022-2nd
-
Information Technology and Future Society
- Subject No 11160Class No 01
- Year ( 3Credit , 3Hour)
-
Computer Architecture
- Subject No 20493Class No 01
- 2Year ( 3Credit , 3Hour) Mon 5~5 (ENG ) , Wed 4~4 (151)
- Major Requisite
-
-
2022-1st
-
Information Technology and Future Society
- Subject No 11160Class No 01
- Year ( 3Credit , 3Hour)
-
Computer Programming & Lab
- Subject No 36339Class No 05
- 1Year ( 3Credit , 3Hour) Mon 5~5 (ENG A125-2) , Wed 4~4 (ENG )
-
Introduction to Edge Computing
- Subject No G17849Class No 01
- Year ( 3Credit , 3Hour) Wed 2~3 (-)
- Language Changed
-
-
2021-2nd
-
Information Technology and Future Society
- Subject No 11160Class No 01
- Year ( 3Credit , 3Hour)
-
Computer Architecture
- Subject No 20493Class No 01
- 2Year ( 3Credit , 3Hour) Tue 4~4 , Fri 5~5
- Major Requisite
-
-
2021-1st
-
Information Technology and Future Society
- Subject No 11160Class No 01
- Year ( 3Credit , 3Hour)
-
Computer Programming & Lab
- Subject No 36339Class No 04
- 1Year ( 3Credit , 3Hour) Mon 2~2 (ENG A107) , Thu 3~3 (ENG A125-1)
- Language Changed
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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