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Communication division
When massive data is generated in the Internet of Things (IoT), it must be sent, stored and processed. Deep learning requires huge quantities of data, which often exist across the network in a highly distributed fashion. Deep learning also frequently utilizes distributed computing resources in carrying out desired tasks. In sum, distributed data processing and machine learning are essential in the era of IoT, big data, and connected AI. In efficiently managing data and computing resources across the network, communications must be at the core of successful technology innovation. The AI and machine learning related work in Communication Division of KAIST EE covers big data analysis and processing over networks, neural networks and learning systems and communication system design based on machine learning.
웹사이트 | https://sic-x.kaist.ac.kr/ |
교수 | Choi, Jinseok |
위치 | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
연구분야 |
Wireless Communication Technology and System Development |
Website | http://www.icl.kaist.ac.kr/ |
Principal Investigator | Choi, Junil |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Wireless Communications / Vehicular Communications |
Website | http://iids.kaist.ac.kr |
Principal Investigator | Chung, Hye Won |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | 통계적 추론 (statistical inference)과 정보이론 (information theory)을 이용하여 데이터 사이언스 분야의 여러 문제들을 시스템적 관점으로 분석하고, 효율적인 추론 알고리즘을 개발하는 연구 |
Website | http://cocoa.kaist.ac.kr |
Principal Investigator | Ha, Jeongseok |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Coding, Communications, and Information Theory |
Website | http://artlab.kaist.ac.kr |
Principal Investigator | Kang, Joonhyuk |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | The digital communication techniques for advanced wireless communication systems. |
Website | https://sites.google.com/view/kaist-infolab |
Principal Investigator | Lee, Si-Hyeon |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Information Theory, Wireless Communications, Secure Communications, Machine Learning |
Website | http://comstolab.kaist.ac.kr/ |
Principal Investigator | Moon, Jaekyun |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Distributed and Decentralized Storage/Communications/Machine Learning |
Website | http://lit.kaist.ac.kr |
Principal Investigator | Park, Hyuncheol |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Wireless Communications |
Website | http://bungae.kaist.ac.kr |
Principal Investigator | Song, Iickho |
Location | School of Electrical Engineering (E3-2) |
Research Area | Signal Detection Theory, Estimation, Mobile Comm. |
Website | http://sites.google.com/site/changhosuh |
Principal Investigator | Suh, Changho |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Information Theory, network computing, and bit-data processing |
Website | https://sites.google.com/view/sisrelkaist |
Principal Investigator | Sung, Youngchul |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Signal Processing, Statistical Inference, Reinforcement Learning |
Website | https://sites.google.com/view/qitkaist |
Principal Investigator | Bae, Joonwoo |
Location | School of Electrical Engineering (E3-2) |
Research Area | Quantum Information Theory |
Website | https://sites.google.com/view/smilelab/ |
Principal Investigator | Kim, Song Min |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | wireless systems and networks, mobile computing, IoT |
Website | http://psrl.kaist.ac.kr/ |
Principal Investigator | Kim, Hoon |
Location | School of Electrical Engineering (E3-2) |
Research Area | Photonic systems, lightwave transmission systems |
Website | https://nmsl.kaist.ac.kr/ |
Principal Investigator | Lee, Sung-Ju |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | mobile computing, network systems, human-computer interactions, and machine learning |
Website | http://ics.kaist.ac.kr |
Principal Investigator | Park, In-Cheol |
Location | National Nano Fab Center (E19) |
Research Area | Digital Circuit Design, Digital VLSI Design and CAD |
Website | http://stevenwhang.com |
Principal Investigator | Steven Euijong Whang |
Location | Kim Beang-Ho KIM Sam-Youl ITC B/D (N1) |
Research Area | Big Data, AI, Responsible AI, Data-Centric AI, Data Science |