Curriculum Vitae

News 

[공지]  석사/박사 과정 신입생 모집합니다. 관심 있는 학생은 위 이메일 주소로 연락 바랍니다.  

(무선 통신 및 기계학습 분야 연구 예정, 학비 및 생활비 지원)

Research Topics

- Wireless security, machine learning, interference management, channel quantization, game theory, signal processing techniques in wireless communication systems 

Education

2008–2013   Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea

  > PhD in Electrical Engineering

  > Research Advisor: Prof. Wan Choi (Homepage)

  > Dissertation: Interference management via opportunistic user selection in wireless communication systems

2006–2008   Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea

  > MS in Electrical Communications Engineering*

  > Research Advisor: Prof. Wan Choi  (Homepage)

  > Thesis: Multilevel power loading for OFDM system using limited feedback

2002–2006   Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea

  > BS in Electrical Communications Engineering*

1999–2002 Seoul Science High School, Seoul, Korea 

* Formerly, Information and Communications University (ICU), merged with KAIST by Korean government. 

Academic Positions

Sep. 2021–Present  Hankuk University of Foreign Studies, Yongin, Korea

        > Associate Professor,  Dept. of Electronics Engineering

Mar. 2023-Feb. 2024  Seoul National University, Seoul, Korea

        > Visiting Scholar,  Institute of New Media and Communications

Sep. 2016–Aug. 2021  Hankuk University of Foreign Studies, Yongin, Korea

        > Assistant Professor,  Dept. of Electronics Engineering

Sep. 2015–Aug. 2016  Jeju National University, Jeju, Korea

        > Assistant Professor,  Dept. of Electronic Engineering

Aug. 2014–Aug. 2015  North Carolina State University (NCSU), Raleigh, NC, USA

        > Post Doctoral Research Scholar

        > Research Advisor: Prof. Huaiyu Dai (Homepage) 

May 2014–July 2014  North Carolina State University (NCSU), Raleigh, NC, USA

        > Visiting Research Scholar
        > Research Advisor: Prof. Huaiyu Dai (Homepage) 

Sep. 2013– Apr. 2014  Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea

        > Post Doctoral Research Scholar

        > Research Advisor: Prof. Wan Choi  (Homepage)  

Honors and Awards

[Nov. 2023] 한국통신학회 하계종합학술발표회 우수논문상 (지도학생: 강민정)
[June 2023] 한국통신학회 하계종합학술발표회 해동우수논문상
[Nov. 2019] 한국통신학회 하계종합학술발표회 한국나노기술원 원장상 (지도학생: 석근영)
[Sep. 2019] 한국군사과학기술학회 종합학술대회 우수발표논문상
[Feb. 2019] Excellent Paper Award, International Conference on Artificial Intelligence in Information and Communication (ICAIIC) (지도학생: 권형준)

[Nov. 2017] 한국통신학회 추계종합학술발표회 학부 우수논문상 (지도학생: 석근영)

[Apr. 2015] Exemplary Reviewer, IEEE Transactions on Communications

This award is for recognizing the outstanding reviewers, who represent fewer than 2% of all reviewers, of the IEEE Transactions on Communications.

[Dec. 2013]  KAIST-LG Electronics 5G Paper Award

This award is for recognizing the outstanding paper related to 5G wireless communication systems among the papers published from KAIST in 2013.

[Apr. 2013]  Kim Choong-Ki Award: Research Excellence Award

This award is for recognizing the Ph.D. students with outstanding research achievements in the Department of EE, KAIST, in 2012.

[Apr. 2012]  Research Excellence Award

This award is for recognizing the Ph.D. students with outstanding research achievements in the Department of EE, KAIST, in 2011.

Members

>> 재학생

[박사과정] 강민정

[학부연구생1] TBA

[학부연구생2] TBA

>> 졸업생

[2020 석사] 석근영 - 現)한화시스템,  前)윌러스표준기술연구소(5G NR 표준화)

[2021 석사] 권형준 - 삼성전자 무선사업부

[2022 석사] 강민정 - 박사과정 진학

 Publications

>> International Journal Papers (SCI/SCIE)

─ Accepted/Published (IEEE Journals) ─

[J01] Min Jeong Kang, *Jung Hoon Lee, and Jong Yeol Ryu, ``Machine learning-based NOMA for multiuser MISO broadcast channels,'' IEEE Communications Letters, vol. 28, no. 1, Jan. 2024. (*Corresponding author)

[J02] Jung Hoon Lee, Jung Suk Joo, Pansoo Kim, and Joon-Gyu Ryu, ``Random beam-based non-orthogonal multiple access for massive MIMO low earth orbit satellite networks,'' IEEE Access, vol. 11, pp. 75725-75735, July 2023.

[J03] Soon-Jae Kweon, Woojin Yun, Hyunwoo Park, Jeong-Ho Park, Jung Hoon Lee, Minkyu Je, Jin Lee, Sohmyung Ha, and Choul-Young Kim, ``A precise lesion localization system using a magnetometer with real-time baseline cancellation for laparoscopic surgery,'' IEEE Access, vol. 9, pp. 131648-131657, Sep. 2021.

[J04] Kyungrak Son, Jung Hoon Lee, and Wan Choi, ``Wireless index coded transmission by spatial multiplexing with multiple antennas,''  IEEE Transactions on Vehicular Technology, vol. 70, no. 5, pp. 5104-5108, May 2021.

[J05] Hyung Jun Kwon, *Jung Hoon Lee, and Wan Choi, ``Machine learning-based beamforming in K-user MISO interference channels,'' IEEE Access, vol. 9, pp. 28066-28075, Feb. 2021. (*Corresponding author)

[J06] Jung Hoon Lee, Yunjoo Kim, Il-Gu Lee, ``Random beam-based random access for low-latency device-to-device communication systems,'' IEEE Access, vol. 8, pp. 79887-79895, Apr. 2020.

[J07] Kyungrak Son, Jung Hoon Lee,  and Wan Choi, ``User-cache aided transmission with index coding in K-user downlink channels,'' IEEE Transactions on Wireless Communications, vol. 18, no. 12, pp. 6043-6058, Dec. 2019.

[J08] Hao Zhang, Hongyan Li, Jung Hoon Lee, and Huaiyu Dai, ``QoS-based interference alignment with similarity clustering for efficient subchannel allocation in dense small cell networks," IEEE Transactions on Communications, vol. 64, no. 11, pp. 5054-5066,  Nov. 2017.

[J09] Myung Gil Kang, Young-bin Kim, Jung Hoon Lee, and Wan Choi, ``Secrecy capacity scaling by jamming-aided hierarchical cooperation in ad hoc networks," IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 8, pp. 1390-1403, Dec. 2016.

[J10] Jung Hoon Lee, Wan Choi, and Huaiyu Dai, ``Joint user selection and feedback bit allocation based on sparsity constraint in MIMO virtual cellular networks," IEEE Transactions on Wireless Communications, vol. 15, no. 3, pp. 2069-2079, Mar. 2016.

[J11] Yeohee Im, Jung Hoon Lee, and Wan Choi, ``Power allocation for decode-and-forward relay in a gateway channel," IEEE Transactions on Communications, vol. 63, no. 9, pp. 3170-3182, Sep. 2015.

[J12] Jung Hoon Lee and Wan Choi, ``Unified codebook design for vector channel quantization in MIMO broadcast channels,"  IEEE Transactions on Signal Processing, vol. 63, no. 10, pp. 2509-2519, May 2015.

[J13] Seong Ho Chae, Wan Choi, Jung Hoon Lee, and Tony Q. S. Quek, ``Enhanced secrecy in stochastic wireless networks: Artificial noise with secrecy protected zone,” IEEE Transactions on Information Forensics and Security, vol. 9, no. 10, pp. 1617-1628, Oct. 2014.

[J14] Jung Hoon Lee and Wan Choi, ``Multiuser diversity for secrecy communications using opportunistic jammer selection: Secure DoF and jammer scaling law," IEEE Transactions on Signal Processing, vol. 62, no. 44, pp. 828-839, Feb. 2014.

[J15] Jung Hoon Lee, Wan Choi, and Bhaskar D. Rao, ``Multiuser diversity in interfering broadcast channels: Achievable degrees of freedom and user scaling law,"  IEEE Transactions on Wireless Communications, vol. 12, no. 11, pp. 5837-5849, Nov. 2013.

[J16] Jung Hoon Lee and Wan Choi, ``Optimal feedback rate sharing strategy in zero-forcing MIMO broadcast channels," IEEE Transactions on Wireless Communications, vol. 12, no. 6, pp. 3000-3011, June 2013.

[J17] Jung Hoon Lee and Wan Choi, ``On the achievable DoF and user scaling law of opportunistic interference alignment in 3-transmitter MIMO interference channels," IEEE Transactions on Wireless Communications, vol. 12, no. 6, pp. 2743-2753, June 2013.

[J18] Jung Hoon Lee and Wan Choi, ``Multi-level power loading using limited feedback," IEEE Communications Letters, vol. 16, no. 12, pp. 2024-2027, Dec. 2012.

─ Accepted/Published (Other SCI(E) Journals) ─

[O1] Jung Hoon Lee, Yunjoo Kim, Jong Yeol Ryu, ``Random beam-based non-orthogonal multiple access for low latency K-user MISO broadcast channels,'' Sensors, vol. 21, no. 13, pp. 1-12, June 2021. 

[O2] Il-Gu Lee, Kyungmin Go, and *Jung Hoon Lee, ``Battery draining attack and defense against power saving wireless LAN devices,'' Sensors, vol. 20, no. 7, pp. 1-13, Apr. 2020. (*Corresponding author)

[O3] Jinho Kang, *Jung Hoon Lee, and Wan Choi, ``Machine learning-based dimension optimization for two-stage precoder in massive MIMO Systems with limited feedback,'' Applied Science, vol. 9, no. 14, pp. 1-18, July 2019. (*Corresponding author)

[O4] Keun Young Seok, Jong Yeol Ryu, and *Jung Hoon Lee, ``Risk-aware wireless positioning in maritime environment,'' Applied Science, vol. 9, no. 10, pp. 1-14, May 2019. (*Corresponding author)

[O5] Seok-Oh Yun, Jung Hoon Lee, Jin Lee, Choul-Young Kim, ``Implementation of smart dressing systems based on flexible pH sensors using PET films," IEICE Transactions on Information and Systems, vol. 102-D, no. 8, pp. 1572-1575, Aug. 2019.

[O6] Seok-Oh Yun, Jung Hoon Lee, Jin Lee, Choul-Young Kim, ``A flexible wireless sensor patch for real-time monitoring of heart rate and body temperature," IEICE Transactions on Information and Systems, vol. 102-D, no. 5, pp. 1115-1118, May 2019.

[O7] Jong Yeol Ryu and *Jung Hoon Lee, ``Trust degree based MISO cooperative communications with two relay nodes," Wireless Communications and Mobile Computing, vol. 2019, pp. 1-13, Jan. 2019. Jan. 2019. (*Corresponding author)

[O8] Hao Zhang, Hongyan Li, and Jung Hoon Lee, ``Efficient subchannel allocation based on clustered interference alignment in ultra-dense femtocell networks," China Communications, vol. 14, no. 4, pp. 1-10, Apr. 2017.

Impact factor 2019: [TWC 6.779 (Top 8%)][TSP 5.028 (Top 14%)][JSTSP 4.981 (Top 14%)][TCOM 5.646 (Top 11%)][TVT 5.379 (Top 13%)][Access 3.745 (Top 23%)][Sensors 3.275 (Top 23%)][AppSci 2.474 (Top 50%)][CCOM 2.024 (Top 57%)][WCMC 1.819 (Top 58%)]

ISSN: [TWC 1536-1276][TSP 1053-587X][JSTSP 1932-4553][TCOM 0090-6778][TVT 0018-9545][Access 2169-3536][Sensors 1424-8220][AppSci 2076-3417][WCMC 1530-8669][CCOM 1673-5447][한국통신학회논문지 1226-4717]

**ORCID: 0000-0002-7875-2398

>> International Conference Papers

[C1] Min Jeong Kang, Jung Hoon Lee, and Il-Gu Lee, ``Machine learning-based NOMA for physical layer security in cell-free communication systems,'' in Proc. of International Conference on Mobile Internet Security (MobiSec), Okinawa, Japan, Dec. 2023.

[C2] Min Jeong Kang, Jung Hoon Lee, and Seong Ho Chae, ``Machine learning-based power loading for massive parallel Gaussian channels,'' in Proc. of International Conference on Ubiquitous and Future Networks (ICUFN), Paris, France, July 2023.

[C3] Min Jeong Kang and Jung Hoon Lee, ``Machine learning-based power loading for massive parallel Gaussian channels,'' in Proc. of International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Jeju, Korea, Feb. 2022.

[C4] Jung Hoon Lee, Yunjoo Kim, and Jong Yeol Ryu, ``Random beam-based non-orthogonal multiple access for low latency downlink MISO broadcast channels,'' in Proc. of International Conference on ICT Convergence, Jeju, Korea, Oct. 2020.

[C5] Keun Young Seok and Jung Hoon Lee, ``Deep learning based fingerprinting scheme for wireless positioning,''  in Proc. of International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, Feb. 2020.

[C6] Hyung Jun Kwon, Jung Hoon Lee, and Wan Choi, ``Machine learning-based beamforming in two-user MISO interference channels," in Proc. of International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Okinawa, Japan, Feb. 2019. (Excellent Paper Award, Top 4 among 278 papers) 

[C7] Jinho Kang, Jung Hoon Lee, and Wan Choi, ``Dimension-optimized two-stage precoder design for massive MIMO systems with limited feedback,'' in Proc. of IEEE Military Communications Conference (MILCOM), Los Angeles, CA, USA, Oct. 2018.

[C8] Kyungrak Son, Jung Hoon Lee, and Wan Choi, ``Optimization of index code and transmission time for minimum outage in broadcast channels,'' in Proc. of IEEE Wireless Commun. and Networking Conf. (WCNC), Barcelona, Spain, Apr. 2018. 

[C9] Jinho Kang, Jung Hoon Lee, and Wan Choi, ``Two-stage precoder for massive MIMO systems with limited feedback,'' in Proc. of IEEE Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), Ho Chi Minh City, Vietnam, Feb. 2018.

[C10] Dongyeon Ko, Bi Hong, Jung Hoon Lee, and Wan Choi, ``Optimal file storing with cache memory in amorphous femto helper aided networks," in Proc. of IEEE Intl. Conf. on Commun. (ICC), Paris, France, June 2017.

[C11] Jung Hoon Lee and Wan Choi, ``Opportunistic Wireless Contents Delivery Exploiting Cache Memory at Receivers,"  in Proc. of IEEE Global Commun. Conf. (GLOBECOM): 5th International Workshop on Emerging Technologies for 5G Wireless Cellular Networks, Washington, D.C., USA, Dec. 2016.

[C12] Jung Hoon Lee and Huaiyu Dai, ``Nash bargaining in beamforming games with quantized CSI in two-user interference channels," in Proc. of IEEE Global Commun. Conf. (GLOBECOM), San Diego, CA, USA, Dec. 2015.

[C13] Jung Hoon Lee and Huaiyu Dai, ``Beamforming games with quantized CSI in two-user interference channels," in Proc. of International Conference on Information and Communications Technology Convergence, Jeju, South Korea, Oct. 2015.

[C14] Jung Hoon Lee, Seung Ho Chae, and Wan Choi, ``Opportunistic jammer selection for secure degrees of freedom," in Proc. of IEEE Global Commun. Conf. (GLOBECOM), Anaheim, CA, USA, Dec. 2012.

[C15] Sunglock Seo, Jung Hoon Lee, and Wan Choi, ``Feedback bit partitioning in a gateway channel," in Proc. of Asilomar Conf. on Sig., Systems, and Computers, Montray, CA, USA, Nov. 2012.

[C16] Jung Hoon Lee and Wan Choi, ``Opportunistic interference alignment by receiver selection in a K-user 1x3 SIMO interference channel," in Proc. of IEEE Global Commun. Conf. (GLOBECOM), Houston, TX, USA, 2011.

[C17] Jung Hoon Lee and Wan Choi, ``Interference alignment by opportunistic user selection in 3-User MIMO interference channels," in Proc. of IEEE Intl. Conf. on Commun. (ICC), Kyoto, Japan, June 2011.

[C18] Kyungnam Lee, Jung Hoon Lee, Jong Yeol Ryu, and Wan Choi, ``Successive Multicell Beamforming with Limited Network Coordination," in Proc. of Joint Workshop on Commun. and Information (JCCI), Pusan, Korea, May 2011.

[C19] Jung Hoon Lee and Wan Choi, ``Opportunistic interference aligned user selection in multiuser MIMO interference channels," in Proc. of IEEE Global Commun. Conf. (GLOBECOM), Miami, FL, USA, Dec. 2010.

[C20] Jung Hoon Lee and Wan Choi, ``Feedback capacity sharing in MIMO broadcast channels," in Proc. of IEEE Intl. Conference on ITS Telecommun. (ITST), Lille, France, Oct. 20-22, 2009.

>> Domestic Journal Papers

[K1] 류종열, 이정훈, ``셀프리 다중안테나 네트워크에서 SINR 기반 전력할당,'' 한국정보통신학회논문지, vol. XX, no. PP, Mar. 2024.

[K2] 강민정, 이정훈, 정동근, ``Slotted-ALOHA 시스템에서 스파이킹 신경망 기반 백오프 기법,'' 한국통신학회논문지, vol. 49, no. 2, pp. 199-202, Feb. 2024.

[K3] 강진호, 이정훈, 최완, ``저-분해능 컨버터를 사용하는 Massive MIMO 시스템을 위한 피드백 양 공유 기법,'' 한국통신학회논문지, vol. 47. no. 12, pp. 2047-2050, Dec. 2022.

[K4] 강민정, 이정훈, ``MISO BC 채널에서 기계학습 기반 비직교 다중 접속 구현,'' 한국통신학회논문지, vol. 47, no. 6, pp. 1-8, June 2022. 

[K5] 권형준, 이정훈, ``SISO 브로드캐스트 채널에서 QoS를 고려한 기계학습 기반 전력 할당 기법,'' 한국통신학회논문지, vol. 46, no. 5, pp. 1-4, May 2021. 

[K6] 권형준, 이정훈, 정동근, ``기계학습 기반 Slotted-ALOHA 백오프 기법,'' 한국통신학회논문지 vol. 45, no. 1, pp. 34-37 , Jan. 2020. 

[K7] 석근영, 윤우진, 이정훈, ``밀리미터파 MISO 브로드캐스트 채널에서 유저 협력 무선 측위 기법,'' 한국통신학회논문지, vol. 45, no. 1, pp. 222-230, Jan. 2020.

[K8] 강진호, 이진규, 이정훈, 최완, ``제한된 피드백 환경에서 Massive MIMO 시스템을 위한 채널 상관관계 기반 두 단계 코드북 설계,'' 한국통신학회논문지, vol. 44, no. 7, pp. 1257-1270, July 2019.

[K9] 권형준, 이정훈, 최완, ``두 유저 MISO 간섭채널에서 머신러닝을 활용한 빔포밍 기술," 한국통신학회논문지, vol. 44, no. 3, pp. 461-469, Mar. 2019. 

[K10] 석근영, 류종열, 이정훈, ``수상 안전을 위한 Finger Printing 기반 무선 위치추적 기술," 한국정보통신학회논문지, vol. 22, no. 7, pp. 1001-1008, July 2018.

[K11] 이정훈, 최완, ``컨텐츠 기반 무선 통신 시스템에서 멀티캐스트와 캐싱을 활용한 빔포밍 기법,"한국통신학회지(정보와통신), vol. 35, no. 1, pp. 1252-1258, Jan. 2018.

[K12] 이정훈, 류종열, ``두 유저 MISO 간섭 채널에서 불완전한 채널 정보에 기반한 빔포밍 게임," 한국정보통신학회논문지, vol. 21, no. 7, pp. 1299-1305, July 2017.

>> Domestic Conference Papers

[D1] 강민정, 이정훈, JCCI 2022

[D2] 강민정, 이정훈, 한국통신학회 하계학술대회 2021

[D3] 강민정, 이정훈, ``SISO NOMA 시스템에서 머신러닝을 활용한 복호 기술,'' in Proc. of JCCI 2021.

[D4] 이정훈, 류종열, ``메모리를 사용하는 다중 안테나 다중 사용자 기기간 통신 환경에서 채널 피드백 기법,'' in Proc. of JCCI 2021

[D5] 석근영, 이정훈, 한국통신학회 동계학술대회 2019

[D6] 석근영, 이정훈, 한국통신학회 하계학술대회 2019 (한국나노기술원 원장상)

[D7] 이정훈, 최완, JCCI 2018

[D8] 변희광, 이정훈, JCCI 2018

[D9] 류종열, 이정훈, JCCI 2018

[D8] 류종열, 이정훈, JCCI 2018

[D10] 한국통신학회 동계학술대회 2018

[D11] 석근영, 이정훈, 한국통신학회 추계학술대회 2017 (학부 우수논문상)

[D12] 변희광, 이정훈, 한국통신학회 추계학술대회 2017 

[D13] 한국통신학회 하계학술대회 2017 

[D14] 한국군사학회 종합학술대회 2017 

[D15] 한국군사학회 종합학술대회 2017 

[D16] 한국통신학회 하계학술대회 2016

[D17] 한국통신학회 하계학술대회 2015

Academic Activities

Member, IEEE

Reviewer, IEEE Journal of Selected Areas in Communications 

Reviewer, IEEE Transactions on Signal Processing

Reviewer, IEEE Transactions on Wireless Communications

Reviewer, IEEE Transactions on Communications (Exemplary Reviewer in 2014, fewer than 2% of all reviewers.)

Reviewer, IEEE Transactions on Vehicular Technology

Reviewer, IEEE Transactions on Information Forensics and Security

Reviewer, IEEE Communications Letters

Reviewer, IEEE Signal Processing Letters

Reviewer, IEEE Wireless Communications Letters

Reviewer, Journal of Communications and Networks

Reviewer, Physical Communication (Elsevier Journal)

TPC member: WPMC 2017, VTC 2017, NICS 2017, GLOBECOM 2017, PIMRC 2017, APCC 2017, SigTelCom 2018

Reviewer: INFOCOM, GLOBECOM, ICC, ISIT, WCNC, VTC, TENCON, ICTC, JCCI, APCC, JIEEEC, etc.

Computer Skills

Intermediate: HTML, Visual C/C++/C#

Advanced: C/C++, Java, MATLAB, Verilog HDL, OpenGL, LATEX

Interests

Cooking, Hiking, Table Tennis, Chess