스마트 정보 시스템 연구실
한국과학기술원 본교(제1캠퍼스) 전기및전자공학부
성영철 교수
5G Mobile Communication
Machine Learning
Edge Computing
발행물
전체 논문
72
21
Communication in multi-agent reinforcement learning: Intention sharing
Woonjun Kim, Jongeui Park, Youngchul Sung
International Conference on Learning Representations (ICLR) 2021, 2021
22
Fast beam search and refinement for millimeter-wave massive MIMO based on two-level phased arrays
Song Noh, Jiho Song, Youngchul Sung
IEEE Transactions on Wireless Communications, 2020
23
Population-Guided Parallel Policy Search for Reinforcement Learning
Whiyoung Jung, Giseung Park, Youngchul Sung
International Conference on Learning Representations (ICLR) 2020, Vienna, Austria, 2020
24
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning
Seungyul Han, Youngchul Sung
International Conference on Machine Learning (ICML) 2019, Long Beach, CA, USA, 2019
25
5G K-simulink: Development of open-source modular link-level simulator for 5G NSA
Jihoon Chung
The Journal of Korean Institute of Communications and Information Sciences, 2019
26
Message-dropout: An efficient training method for multi-agent deep reinforcement learning
Woojun Kim, Myungsik Cho, Youngchul Sung*
the 33rd AAAI Conference on Artificial Intelligence (AAAI ) 2019, Honolulu, Hawaii, 2019
27
Beam design and user scheduling for non-orthogonal multiple access with multiple antennas based on Pareto-optimality
Junyeong Seo, Youngchul Sung*
IEEE Transactions on Signal Processing, 2018
28
A new approach to user scheduling in massive multi-user MIMO broadcast channels
Gilwon Lee, Youngchul Sung*
IEEE Transactions on Communications, 2018
29
Filter design for generalized frequency-division multiplexing
Seungyul Han, Youngchul Sung*, Yong H. Lee
IEEE Transactions on Signal Processing, 2017
30
Improving non-orthogonal multiple access by forming relaying broadcast channels
Jungho So, Youngchul Sung*
IEEE Communications Letters, 2016