• 김중헌(Joongheon Kim), Assistant Professor, Korea University School of Electrical Engineering
  • Director, Artificial Intelligence and Mobility Laboratory (인공지능 및 모빌리티 연구실) [Website]
  • Affiliated Faculty Member, Network and Security Research Laboratory
  • [Resume][GitHub][LinkedIn][Google Scholar][DBLP][ResearchGate][arXiv]

Research Projects (Active)

  • Development of Quantum Deep Reinforcement Learning Algorithm using QAOA, National Research Foundation of Korea (10/2019--04/2022)
  • Distributed Secure Platform for Scalable Clinical OMOP CDM Models, Ministry of Health and Welfare (04/2019--03/2022)
  • mmWave Radar and Deep Reinforcement Learning based Optimal Policy Autonomous Driving, National Research Foundation of Korea (06/2019--02/2022)
  • Development of Privacy-Reinforcing Distributed Transfer-Iterative Learning Algorithm, Ministry of Health and Welfare (07/2019--12/2021)
  • Virtual Presence in Moving Objects through 5G (PriMO-5G), Institute for ICT Promotion (06/2018--05/2021)
  • Autonomous Driving Control using Deep Learning, Korea University College of Engineering (09/2019--08/2020)

Educational Backgrounds


R&D Positions

  • Korea University - College of Engineering, Seoul, Republic of Korea Korea University Positions
    Assistant Professor (09/2019--), School of Electrical Engineering (Artificial Intelligence and Mobility Laboratory)
  • Chung-Ang University - College of Computer Science and Software, Seoul, Republic of Korea
    Assistant Professor (03/2016--08/2019), School of Computer Science and Engineering (Distributed Platforms and Security Laboratory)
  • Intel Corporation – Platform Engineering Group, Silicon Valley (Santa Clara), California, USA
    Systems Engineer (09/2013--02/2016), WiGig & mmWave Standards and Advanced Technology (mSAT) Team (with Dr. Ali S. Sadri)
  • University of Southern California (USC) – Viterbi School of Engineering, Los Angeles, California, USA
    Annenberg Graduate Fellow, Awarded with Ph.D. admission from USC (2009)
    Ph.D. Research Assistant (01/2011-–08/2013), Communication Sciences Institute (Advised by Prof. Andreas F. Molisch)
    Teaching Assistant (01/2012-–05/2013), Computer Science and Electrical Engineering Departments (CSCI455x and EE579)
  • InterDigital, San Diego, California, USA
    Intern (05/2012--08/2012), Wireless Systems Evolution Department
  • LG Electronics CTO Office, Seoul, Republic of Korea
    Research Engineer (01/2006–-08/2009), Multimedia Research Laboratory, Seocho R&D Campus
  • Korea University – Department of Computer Science and Engineering, Seoul, Republic of Korea
    M.S. Research/Teaching Assistant (03/2004–-02/2006), Network and Security Research Laboratory (Advised by Prof. Wonjun Lee)

Representative IEEE ComSoc/VTS (Magazines, TON, JSAC, TMC, TWC, TVT) and Awarded Journals

  1. A Personalized Preference Learning Framework for Caching in Mobile Networks,
    IEEE Transactions on Mobile Computing (Accepted). (with A. Malik, K.S. Kim, W.-Y. Shin)
  2. Towards Characterizing Blockchain-based Cryptocurrencies for Highly-Accurate Predictions,
    IEEE Systems Journal, 14(1):321-332, March 2020. (with M. Saad, J. Choi, D. Nyang, A. Mohaisen)
    (IEEE Systems Journal Best Paper Award, Top 7 among 793 accepted papers in 2019: 0.88%)
  3. Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks,
    IEEE Transactions on Wireless Communications, 18(12):5705-5718, December 2019. (with M. Choi, A. No, M. Ji)
  4. Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks,
    IEEE Transactions on Wireless Communications, 18(10):4846-4858, October 2019. (with M. Choi, J. Moon)
  5. Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular Networks,
    IEEE Transactions on Vehicular Technology, 68(10):9722-9734, October 2019. (with M. Choi, D. Yoon)
  6. Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints,
    IEEE Transactions on Mobile Computing, 18(7):1647-1660, July 2019. (with J. Koo, J. Yi, M.A. Hoque, S. Choi)
  7. Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks,
    IEEE Transactions on Vehicular Technology, 68(5):4235-4248, May 2019. (with M. Shin, M. Levorato), (Special Issue on Machine Learning-based Internet of Vehicle: Theory, Methodology, and Applications)
  8. New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles,
    IEEE Communications Magazine, 57(3):118-124, March 2019. (with L. Park, S. Jeong, D.S. Lakew, S. Cho)
  9. SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services,
    IEEE Journal on Selected Areas in Communications, 36(11):2538-2548, November 2018. (with N.-N. Dao, D.-N. Vu, W. Na, S. Cho), (Special Issue on Emerging Technologies in Tactile Internet and Backhaul/Fronthaul Networks)
  10. Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements,
    IEEE Journal on Selected Areas in Communications, 36(6):1245-1257, June 2018. (with M. Choi, J. Moon), (Special Issue on Caching for Communication Systems and Networks)
  11. Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design,
    IEEE Transactions on Vehicular Technology, 67(4):3635-3639, April 2018. (with M. Choi, J. Moon)
  12. The Useful Impact of Carrier Aggregation: A Measurement Study in South Korea for Commercial LTE-Advanced Networks,
    IEEE Vehicular Technology Magazine, 12(1):55-62, March 2017. (with S. Lee, S. Hyeon, H. Roh, W. Lee)
  13. Performance of Video Streaming in Infrastructure-to-Vehicle Telematic Platforms With 60-GHz Radiation and IEEE 802.11ad Baseband,
    IEEE Transactions on Vehicular Technology, 65(12):10111-10115, December 2016. (with S.-C. Kwon, G. Choi)
  14. Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery,
    IEEE/ACM Transactions on Networking, 24(4):2319-2331, August 2016. (with G. Caire, A.F. Molisch)
    (Selected as one of Best Reading Papers in Device-to-Device Communications by IEEE Communications Society, Link)
  • Joint TWC (with M. Choi, A.F. Molisch)
  • Probabilistic TWC (with M. Choi, A.F. Molisch, D.-J. Han, D. Kim, J. Moon)
  • Cloud-Assisted TMC (with J. Yi, S. Kim, S. Choi)

Contact


Mailing address (in English)
ATTN: Joongheon Kim
Korea University, Engineering Building 214
145 Anam-ro, Seongbuk-gu,
Seoul 02841, Republic of Korea

Mailing address (in Korean)
김중헌(고려대학교 조교수)
대한민국 서울시 성북구 안암로 145
고려대학교 공학관 214호
우편번호: 02841

E-mails: joongheon@{korea.ac.kr, gmail.com}