KOSEN 한인과학기술자네트워크

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네트워크

네트워크

다양한 연구실 탐방기사 보기
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전기전자

Artificial Intelligence and Mobility Lab

2019-11-01 org.kosen.entty.User@6c484b16

Research Publication Milestones

  • (Network Learning) Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks, <emph1>IEEE Transactions on Wireless Communications (2020)</emph1>
  • (Autonomous Driving) Randomized Adversarial Imitation Learning for Autonomous Driving, IJCAI: International Joint Conference on Artificial Intelligence (2019)
  • (Electric Vehicle) New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles, <emph1>IEEE Communications Magazine (2019)</emph1>
  • (Wireless Video) Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints, <emph1>IEEE Transactions on Mobile Computing (2019)</emph1>
  • (Wireless Network) Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks, <emph1>IEEE Transactions on Wireless Communications (2019)</emph1>
  • (IoT Platform) SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services, <emph1>IEEE Journal on Selected Areas in Communications (2018)</emph1>
  • (Wireless Video) Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements, <emph1>IEEE Journal on Selected Areas in Communications (2018)</emph1>
  • (AI Platform) ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture, IEEE ICDCS: International Conference on Distributed Computing Systems (2018)
  • (Wireless Video) REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints, ACM MM: International Conference on Multimedia (2017)
  • (Wireless Video) Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery, <emph1>IEEE/ACM Transactions on Networking (2016)</emph1>
  • (Mobile Platform) Energy-Efficient Rate-Adaptive GPS-based Positioning for Smartphones, ACM MobiSys: International Conference on Mobile Systems, Applications, and Services (2010)

Research Projects (Active)

  • <bullet_title>Development of Quantum Deep Reinforcement Learning Algorithm using QAOA</bullet_title>, <emph_link>National Research Foundation of Korea</emph_link> (10/2019--04/2022)
  • <bullet_title>Distributed Secure Platform for Scalable Clinical OMOP CDM Models</bullet_title>, <emph_link>Ministry of Health and Welfare</emph_link> (04/2019--03/2022)
  • <bullet_title>mmWave Radar and Deep Reinforcement Learning based Optimal Policy Autonomous Driving</bullet_title>, <emph_link>National Research Foundation of Korea</emph_link> (06/2019--02/2022)
  • <bullet_title>Development of Privacy-Reinforcing Distributed Transfer-Iterative Learning Algorithm</bullet_title>, <emph_link>Ministry of Health and Welfare</emph_link> (07/2019--12/2021)
  • <bullet_title>Virtual Presence in Moving Objects through 5G (PriMO-5G)</bullet_title>, <emph_link>Institute for ICT Promotion</emph_link> (06/2018--05/2021)
  • <bullet_title>Autonomous Driving Control using Deep Learning</bullet_title>, <emph_link>Korea University College of Engineering</emph_link> (09/2019--08/2020)
  • <bullet_title>Network Engineering: Development and Application of Novel Data Science Driven Framework for Efficient Network Design</bullet_title>, <emph_link>National Research Foundation of Korea <emph2>(Basic Research Laboratory)</emph2></emph_link> (06/2017--05/2020)
  • <bullet_title>Visual Recognition Software Implementation using Deep Learning Tools</bullet_title>, <emph_link>Hyundai/Kia Motors</emph_link> (05/2019--11/2019)

Educational Backgrounds

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

국가

대한민국

소속기관

고려대학교 (학교)

연락처

02- - https://joongheon.github.io/

책임자

김중헌 joongheon@korea.ac.kr

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