• Associate Professor, Korea University School of Electrical Engineering (고려대학교 전기전자공학부 부교수)
  • Adjunct Professor, Korea University Department of Semiconductor Engineering (고려대학교 반도체공학과 겸임교수)
  • Director, Korea University Artificial Intelligence and Mobility Laboratory (고려대학교 인공지능 및 모빌리티 연구실 지도교수) [Website]
  • Vice Director, Korea University Artificial Intelligence Engineering Research (KU-AIER) Center (고려대학교 공과대학 인공지능공학연구소 부소장)
  • Director, Korea University Center for Teaching and Learning (고려대학교 교수학습개발원 원장)
  • Associate Editor (2020-), IEEE Transactions on Vehicular Technology
  • [Resume][GitHub][LinkedIn][Google Scholar][DBLP][ResearchGate][arXiv]

Educational Backgrounds

  • University of Southern California (USC) - Viterbi School of Engineering, Los Angeles, California, USA
  • Korea University, Seoul, Republic of Korea

R&D Positions

Full-Time Positions

  • Korea University - College of Engineering, Seoul, Republic of Korea Korea University Positions
    Associate Professor (03/2021--), Assistant Professor (09/2019--02/2021); School of Electrical Engineering (Artificial Intelligence and Mobility Laboratory)
    Adjunct Professor (03/2021--); Department of Semiconductor Engineering
  • 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

Advisory and Consulting Positions

  • Samsung Electronics (C-Lab), Seoul National University R&D Center, Seoul, Republic of Korea
    Advisory Professor (02/2020--08/2020)

Awards and Honors (Selected)

  • Best Paper Award, 2021 IEEE International Conference on Information Networking (ICOIN) (01/2021)
  • Best Teaching Award [우수강의상], Korea University (Computer Language and Laboratory, EGRN151) (Fall 2020)
  • 2020 IEEE Systems Journal Best Paper Award, IEEE Systems Council (03/2020)
  • Granite Tower Best Teaching Award [석탑강의상], Korea University (Computer Language and Laboratory, EGRN151) (Fall 2019)
  • IEEE Vehicular Technology Society (VTS) Seoul Chapter Award, IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS) (08/2019)
  • Haedong Young Scholar Award [해동신진학술상], KICS (Korean Institute of Communications and Information Sciences) and Haedong Science and Culture Foundation (12/2018)
  • Next Generation and Standards (NGS) Division Recognition Award, Intel Corporation (Q1/2015)
  • Annenberg Graduate Fellowship, University of Southern California (02/2009)

Selected Journals and Magazines: TON, JSAC, TMC, TWC, TVT, IoTJ, Top-Tier Representative, Awarded, and Highly Cited (50+)

  1. Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications,
    IEEE Transactions on Intelligent Transportation Systems (Major Revision). (W.J. Yun, S. Park, J. Kim, D. Mohaisen)
  2. Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles,
    IEEE Transactions on Vehicular Technology (Major Revision). (W.J. Yun, D. Kwon, M. Choi, J. Kim, G. Caire, A.F. Molisch)
  3. Infrastructure-Assisted On-Driving Experience Sharing for Millimeter-Wave Connected Vehicles,
    IEEE Transactions on Vehicular Technology (With Associate Editor). (S. Jung, J. Kim, M. Levorato, C. Cordeiro, J.-H. Kim)
  4. Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices,
    IEEE Transactions on Mobile Computing (Accepted). (J. Yi, S. Kim, J. Kim, S. Choi)
  5. Securing Heterogeneous IoT with Intelligent DDoS Attack Behavior Learning,
    IEEE Systems Journal, v(n):ppp-ppp, Month Year. (N.-N. Dao, T.V. Phan, U. Sa’ad, J. Kim, T. Bauschert, S. Cho)
  6. LiteZKP: Lightening Zero-Knowledge Proof-based Blockchains for IoT and Edge Platforms,
    IEEE Systems Journal, v(n):ppp-ppp, Month Year. (E.S. Boo, J. Kim, J. Ko)
  7. Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks,
    IEEE Systems Journal, v(n):ppp-ppp, Month Year. (S. Jung, J. Kim, J.-H. Kim)
  8. A Personalized Preference Learning Framework for Caching in Mobile Networks,
    IEEE Transactions on Mobile Computing, 20(6):2124-2139, June 2021. (A. Malik, J. Kim, K.S. Kim, W.-Y. Shin)
  9. Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems,
    IEEE Transactions on Vehicular Technology, 70(6):ppp-ppp, June 2021. (S. Jung, W.J. Yun, M. Shin, J. Kim, J.-H. Kim)
  10. Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications,
    Proceedings of the IEEE, 109(5):796-819, May 2021. (J. Park, S. Samarakoon, A. Elgabli, J. Kim, M. Bennis, S.-L. Kim, M. Debbah)
  11. Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands,
    IEEE Transactions on Wireless Communications, 20(4):2685-2699, April 2021. (M. Choi, A.F. Molisch, D.-J. Han, D. Kim, J. Kim, J. Moon)
  12. Stabilized Adaptive Sampling Control for Reliable Real-Time Learning-based Surveillance Systems,
    IEEE/KICS Journal of Communications and Networks, 23(2):128-136, April 2021. (D. Kim, S. Park, J. Kim, J.y. Bang, S. Jung)
  13. Dynamic Video Delivery using Deep Reinforcement Learning for Device-to-Device Underlaid Cache-Enabled Internet-of-Vehicle Networks,
    IEEE/KICS Journal of Communications and Networks, 23(2):116-127, April 2021. (M. Choi, M. Shin, J. Kim)
  14. Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management,
    IEEE Systems Journal, 15(1):346-354, March 2021. (D. Kim, D. Kwon, L. Park, J. Kim, S. Cho)
  15. Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks,
    IEEE Transactions on Wireless Communications, 19(12):7810-7824, December 2020. (M. Choi, A.F. Molisch, J. Kim)
  16. Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks,
    IEEE Internet of Things Journal, 7(10):9895-9903, October 2020. (D. Kwon, J. Jeon, S. Park, J. Kim, S. Cho)
  17. Self-Adaptive Power Control with Deep Reinforcement Learning for Millimeter-Wave Internet-of-Vehicles Video Caching,
    IEEE/KICS Journal of Communications and Networks, 22(4):326-337, August 2020. (D. Kwon, J. Kim, D. Mohaisen, W. Lee)
  18. Cooperative Management for PV/ESS-Enabled Electric-Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach,
    IEEE Transactions on Industrial Informatics, 16(5):3493-3503, May 2020. (M. Shin, D.-H. Choi, J. Kim)
  19. Towards Characterizing Blockchain-based Cryptocurrencies for Highly-Accurate Predictions,
    IEEE Systems Journal, 14(1):321-332, March 2020. (M. Saad, J. Choi, D. Nyang, J. Kim, A. Mohaisen)
    (IEEE Systems Journal Best Paper Award, Top 7 among 793 accepted papers in 2019: 0.88%)
    (Google Scholar Citations: 50+)
  20. Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks,
    IEEE Transactions on Wireless Communications, 18(12):5705-5718, December 2019. (M. Choi, A. No, M. Ji, J. Kim)
  21. Numerical Approximation of Millimeter-Wave Frequency Sharing between Cellular Systems and Fixed Service Systems,
    IEEE/KICS Journal of Communications and Networks, 22(1):37-45, February 2020. (S. Han, J.-W. Choi, J. Kim)
  22. 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. (M. Choi, J. Kim, J. Moon)
  23. Two-Stage IoT Device Scheduling with Dynamic Programming for Energy Internet Systems,
    IEEE Internet of Things Journal, 6(5):8782-8791, October 2019. (L. Park, C. Lee, J. Kim, A. Mohaisen, S. Cho)
  24. Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular Networks,
    IEEE Transactions on Vehicular Technology, 68(10):9722-9734, October 2019. (M. Choi, D. Yoon, J. Kim)
  25. TEI-ULP: Exploiting Body Biasing to Improve the TEI-Aware Ultra-Low Power Methods,
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 38(9):1758-1770, September 2019. (W. Lee, T. Kang, J.-J. Lee, K. Han, J. Kim, M. Pedram)
  26. 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. (J. Koo, J. Yi, J. Kim, M.A. Hoque, S. Choi)
  27. Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks,
    IEEE Transactions on Vehicular Technology, 68(5):4235-4248, May 2019. (M. Shin, J. Kim, M. Levorato)
  28. New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles,
    IEEE Communications Magazine, 57(3):118-124, March 2019. (L. Park, S. Jeong, D.S. Lakew, J. Kim, S. Cho)
  29. Joint Geometric Unsupervised Learning and Truthful Auction for Local Energy Market,
    IEEE Transactions on Industrial Electronics, 66(2):1499-1508, February 2019. (L. Park, S. Jeong, J. Kim, S. Cho)
  30. Internet of Things for Smart Manufacturing System: Trust Issues in Resource Allocation,
    IEEE Internet of Things Journal, 5(6):4418-4427, December 2018. (S. Jeong, W. Na, J. Kim, S. Cho)
  31. SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services,
    IEEE Journal on Selected Areas in Communications, 36(11):2538-2548, November 2018. (N.-N. Dao, D.-N. Vu, W. Na, J. Kim, S. Cho)
  32. Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements,
    IEEE Journal on Selected Areas in Communications, 36(6):1245-1257, June 2018. (M. Choi, J. Kim, J. Moon)
  33. 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. (M. Choi, J. Kim, J. Moon)
  34. Energy-Efficient Mobile Charging for Wireless Power Transfer in Internet of Things Networks,
    IEEE Internet of Things Journal, 5(1):79-92, February 2018. (W. Na, J. Park, C. Lee, K. Park, J. Kim, S. Cho)
    (Google Scholar Citations: 50+)
  35. Residential Demand Response for Renewable Energy Resources in Smart Grid Systems,
    IEEE Transactions on Industrial Informatics, 13(6):3165-3173, December 2017. (L. Park, Y. Jang, S. Cho, J. Kim)
    (Google Scholar Citations: 70+)
  36. Feasibility Study of 60 GHz Millimeter-Wave Technologies for Hyperconnected Fog Computing Applications,
    IEEE Internet of Things Journal, 4(5):1165-1173, October 2017. (J. Kim, W. Lee)
  37. 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. (S. Lee, S. Hyeon, J. Kim, H. Roh, W. Lee)
  38. 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. (J. Kim, S.-C. Kwon, G. Choi)
  39. Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery,
    IEEE/ACM Transactions on Networking, 24(4):2319-2331, August 2016. (J. Kim, G. Caire, A.F. Molisch)
    (Selected as one of Best Reading Papers in Device-to-Device Communications by IEEE Communications Society, Link)
    (Google Scholar Citations: 100+)
  40. Energy-Efficient Dynamic Packet Downloading for Medical IoT Platforms,
    IEEE Transactions on Industrial Informatics, 11(6):1653-1659, December 2015. (J. Kim)
  41. Stochastic Decision Making for Adaptive Crowdsourcing in Medical Big-Data Platforms,
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, 45(11):1471-1476, November 2015. (J. Kim, W. Lee)
  42. Fast Millimeter-Wave Beam Training with Receive Beamforming,
    IEEE/KICS Journal of Communications and Networks, 16(5):512-522, October 2014. (J. Kim, A.F. Molisch)
    (Google Scholar Citations: 70+)
  43. Joint Scalable Coding and Routing for 60 GHz Real-Time Live HD Video Streaming Applications,
    IEEE Transactions on Broadcasting, 59(3):500-512, September 2013. (J. Kim, Y. Tian, S. Mangold, A.F. Molisch)
    (Google Scholar Citations: 50+)
  44. Movement-Aware Vertical Handoff of WLAN and Mobile WiMAX for Seamless Ubiquitous Access,
    IEEE Transactions on Consumer Electronics, 53(4):1268-1275, November 2007. (W. Lee, E. Kim, J. Kim, I. Lee, C. Lee)
    (The 2007 Outstanding Paper Award from LG Electronics CTO Office - Digital Media Research Laboratory)
    (Google Scholar Citations: 100+)

Selected Conference Proceedings: Top-Tier, Awarded, and Highly Cited (50+)

  1. Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing,
    IEEE International Conference on Information Networking (ICOIN), Virtual, January 2021. (S. Jung, W.J. Yun, J. Kim, J.-H. Kim)
    (Best Paper Award)
  2. Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications,
    IEEE International Conference on Distributed Computing Systems (ICDCS), Virtual, November/December 2020. (U. Meteriz, N.F. Yildiran, J. Kim, D. Mohaisen)
    (Acceptance Rate: 105/584=17.98%)
  3. Randomized Adversarial Imitation Learning for Autonomous Driving,
    International Joint Conference on Artificial Intelligence (IJCAI), Macau, China, August 2019. (M. Shin, J. Kim)
    (Acceptance Rate: 850/4752=17.89%)
  4. Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach,
    IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), Singapore, August 2019. (S. Park, J. Kim, D. Kwon, M. Shin, J. Kim)
    (IEEE VTS Seoul Chapter Award)
  5. ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture,
    IEEE International Conference on Distributed Computing Systems (ICDCS), Vienna, Austria, July 2018. (S. Ahn, J. Kim, E. Lim, W. Choi, A. Mohaisen, S. Kang)
    (Acceptance Rate: 78/378=20.63%)
  6. REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints,
    ACM International Conference on Multimedia (MM), Mountain View, California, USA, October 2017. (J. Koo, J. Yi, J. Kim, M.A. Hoque, S. Choi)
    (Acceptance Rate: 189/684=27.63%)
  7. Energy-Efficient Rate-Adaptive GPS-based Positioning for Smartphones,
    ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), San Francisco, California, USA, June 2010. (J. Paek, J. Kim, R. Govindan)
    (Acceptance Rate: 25/126=19.84%)
    (Google Scholar Citations: 600+)
  8. Effect of Localized Optimal Clustering for Reader Anti-Collision in RFID Networks: Fairness Aspect to the Readers,
    IEEE International Conference on Computer Communications and Networks (ICCCN), San Diego, California, USA, October 2005. (J. Kim, W. Lee, J. Yu, J. Myung, E. Kim, C. Lee)
    (Acceptance Rate: 83/258=32.17%)
    (Google Scholar Citations: 50+)

Contact


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

E-mails: joongheon@korea.ac.kr