| Multiagent DDPG-based deep learning for smart ocean federated learning IoT networks D Kwon, J Jeon, S Park, J Kim, S Cho IEEE Internet of Things Journal 7 (10), 9895-9903, 2020 | 100 | 2020 |
| Multiscale LSTM-based deep learning for very-short-term photovoltaic power generation forecasting in smart city energy management D Kim, D Kwon, L Park, J Kim, S Cho IEEE Systems Journal 15 (1), 346-354, 2020 | 57 | 2020 |
| Quality-aware deep reinforcement learning for streaming in infrastructure-assisted connected vehicles WJ Yun, D Kwon, M Choi, J Kim, G Caire, AF Molisch IEEE Transactions on Vehicular Technology 71 (2), 2002-2017, 2021 | 25 | 2021 |
| Self-adaptive power control with deep reinforcement learning for millimeter-wave Internet-of-vehicles video caching D Kwon, J Kim, DA Mohaisen, W Lee Journal of Communications and Networks 22 (4), 326-337, 2020 | 20 | 2020 |
| Multi-agent deep reinforcement learning for cooperative connected vehicles D Kwon, J Kim 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 18 | 2019 |
| Adaptive real-time offloading decision-making for mobile edges: deep reinforcement learning framework and simulation results S Park, D Kwon, J Kim, YK Lee, S Cho Applied Sciences 10 (5), 1663, 2020 | 17 | 2020 |
| Optimal trajectory learning for UAV-BS video provisioning system: A deep reinforcement learning approach D Kwon, J Kim 2019 International Conference on Information Networking (ICOIN), 372-374, 2019 | 14 | 2019 |
| Joint offloading and streaming in mobile edges: a deep reinforcement learning approach S Park, J Kim, D Kwon, MJ Shin, J Kim 2019 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), 1-4, 2019 | 9 | 2019 |
| Interference-aware adaptive beam alignment for hyper-dense IEEE 802.11 ax Internet-of-Things networks D Kwon, SW Kim, J Kim, A Mohaisen Sensors 18 (10), 3364, 2018 | 9 | 2018 |
| Opportunistic medium access for hyper-dense beamformed IEEE 802.11 ax wireless networks D Kwon, J Kim 2018 International Conference on Information and Communication Technology …, 2018 | 4 | 2018 |
| Self-adaptive machine learning operating systems for security applications KS Kim, D Kwon, Y Kim, J Kim, J Kim 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 4 | 2018 |
| Personalized Online Live Video Streaming Using Softmax-Based Multinomial Classification K Kim, D Kwon, J Kim, A Mohaisen Applied Sciences 9 (11), 2297, 2019 | 2 | 2019 |
| 확률론적 조율 전략 기반의 DASH 시스템 권도현， 김중헌 한국통신학회논문지 43 (10), 1645-1653, 2018 | 1 | 2018 |
| Distributed dynamic power-aware buffering for multi-Gbps video streaming in IEEE 802.11 ad fast session transfer D Kwon, J Kim 2018 International Conference on Information Networking (ICOIN), 886-890, 2018 | 1 | 2018 |
| Poster: Multi-Agent Deep Reinforcement Learning for Connected Vehicles D Kwon, S Park, J Kim Proceedings of the 17th Annual International Conference on Mobile Systems …, 2019 | | 2019 |
| 미스트 컴퓨팅 환경의 심층 강화학습 기반 저지연 컨텐츠 캐싱 모델 권도현， 강영은， 황선준， 심지선， 김중헌 한국통신학회 학술대회논문집, 146-147, 2019 | | 2019 |
| 기회적 빔 조정을 활용한 IEEE 802.11 ax 무선랜 환경의 사용자 접속 지연 완화 기법 권도현， 김중헌 한국통신학회 학술대회논문집, 1579-1580, 2018 | | 2018 |
| MPEG-DASH 시스템의 강화학습 기반 지능적 미디어 품질선택 알고리즘 권도현 한국통신학회 학술대회논문집, 288-289, 2017 | | 2017 |
Joongheon KimKorea University Professor (Electrical Engineering) | USC PhD (Computer Science)Verified email at korea.ac.kr
