Career
Research Experience
Assistant Professor
Electronic Engineering, Kyung Hee University, Yongin, South Korea
Mar. 2022 - current
Assistant Professor
Telecommunications Engineering, Jeju National University, Jeju, South Korea
Mar. 2020 - Feb. 2022
Visiting Postdoctoral Scholar
Electrical and Computer Engineering, University of Southern California (USC), Los Angeles, CA, USA
Mar. 2019 - Feb. 2020
Advisor: Prof. Andreas F. Molisch, Wireless Devices and Systems Group (WIDES)
Research Professor
Future Network Center, Korea University, Seoul, South Korea
Jan. 2020 - Feb. 2020
Postdoctoral Scholar
Computer Science and Engineering, Chung-Ang University (CAU), Seoul, South Korea
Aug. 2018 - Oct. 2019
Advisor: Prof. Joongheon Kim, Distributed Platforms and Security Lab.
Graduate Intern Technical
WiGig & mmWave Technology Team, Intel Corporation, Santa Clara, CA, USA
Feb.-Jul., 2016
Supervisor: Dr. Ali S. Sadri and Prof. Joongheon Kim
Research Topics:
Feasibility of non-orthogonal multiple access (NOMA) application to 60GHz mmWave environment
Analysis for trade-off b/w performance and complexity of various MIMO detector types for NOMA system
Phase rotated constellations for blind modulation detection in NOMA system
Education
2013- 2018 Ph.D in Electrical engineering, Korea Advanced Institute of Science and Technology (KAIST)
Advisor: Prof. Jaekyun Moon, Communications & Storage Lab.
Thesis: Queue-Based Performance Optimization under Latency Constraint in Multi-User Cellular Environments
2011 - 2013 M.S. in Electrical engineering, Korea Advanced Institute of Science and Technology (KAIST)
Advisor: Prof. Jaekyun Moon, Communications & Storage Lab.
Thesis: Soft Information Correlation in Iterative Decoding of LDPC Codes
2007 - 2011 B.S. in Electrical engineering, Korea Advanced Institute of Science and Technology (KAIST)
2006 - 2007 Han-sung science high school, Seoul, ROK
Awards
KICS (한국통신학회) <추계종합학술대회> 2023 BEST PAPER AWARD (우수논문상)
Presented to Yunoh Kim, Tiange Xiang, Yeongjin Kim and Minseok Choi, for the following paper: "Hierarchical Reinforcement Learining-Based Delay-Sensitive Video Delivery System for Vehicular Networks."
KICS (한국통신학회) <추계종합학술대회> 2023 BEST Undergraduate Student PAPER AWARD (장려상)
Presented to Hyeonsu Kim, Jaehyeon Park, Dohoon Choi and Minseok Choi, for the following paper: "Research on DQN Algorithm for Delay-Sensitive Video Streaming."
KICS (한국통신학회) <동계종합학술대회> 2023 BEST Undergraduate Student PAPER AWARD (최우수논문상)
Presented to Yunoh Kim, Sunghun Oh, Hyeonsu Kim and Minseok Choi, for the following paper: "Research on DQN Algorithm for Delay-Sensitive Video Streaming."
IEEE COMMUNICATIONS SOCIETY Multimedia Communications Technical Committee 2021 BEST PAPER AWARD
Presented to Minseok Choi, Andreas F. Molisch and Joongheon Kim, for the following paper: "Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks."
KIISE SUMMER WORKSHOP ON COMPUTER COMMUNICATIONS (SWCC) 2022 BEST PAPER AWARD
Presented to Dongjae Kim and Minseok Choi, for the following paper: "Joint optimization of hierarchical wireless caching, transcoding, and delivery of video chunks."
IEEE THE 13TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC) 2022 BEST PAPER AWARD
Presented to Dongjae Kim and Minseok Choi, for the following paper: "Distributed Antenna System-Assisted Energy Efficient SWIPT with Orthogonal Multiple Access."
Invited Talks
Federated Learning for Resource-Constrained Mobile Devices
KRnet 2024 (The 32nd Korea Internet Conference), June 2024
Young Researcher 간담회 세션
<Young Researcher 간담회 세션>, 하계종합학술발표회, 한국통신학회, June 2024
자원 제한적인 모바일 기기에서의 연합 학습
<ERC 우수신진연구자 세션>, JCCI 2024, April 2024
사용자 프라이버시를 보존하는 비디오 캐싱을 위한 연합 학습 시스템
<Korea-US Collaboration Research Example>, Global ICT R&D Collaboration Conference, GIRC (ICT 국제공동연구 컨퍼런스), November 2023
Basics and Applications of Lyapunov Optimization Theory
<고효율과 고전력밀도 컨버터 설계특론 세미나>, 제주대학교 전기공학과, October 2023
연합 학습의 기초와 무선 네트워크에서의 응용 연구
<제 16회 통신네트워크 기초 및 핵심기술 단기강좌>, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), August 2023
Federated Learning for Personalization and Generalization
<신진연구자 세션>, 2023 하계종합학술대회, The institute of Electronics and Information Engineers (IEIE, 대한전자공학회), June 2023
Federated Learning for Personalization and Generalization
<정보통신소사이어티 워크샵>, KCC 2023, The Korean Institute of Information Science and Engineers (KIISE, 한국정보과학회), June 2023
Federated Learning against Limited Coverage, Stragglers and Adversareis in Wireless Networks
The 31th Korea Internet conference (KRnet 2023), National Information Society Agency (NIA, 한국지능정보사회진흥원), June 2023
Federated Learning against Limited Coverage, Stragglers and Adversareis in Wireless Networks
<통신소사이어티 학술 워크샵>, The institute of Electronics and Information Engineers (IEIE, 대한전자공학회), May 2023
Introduction to Federated Learning
<직류전원공급시스템>, 제주대학교 BK21 제주 에너지 신산업 고도화 혁신 인재 양성 교육 연구단, September 2022
인공지능의 이해
<진로 탐방의 날>, 광영고등학교, September 2022
Edge Caching and Computing for Video Services
<Invited Talk>, "Edge Caching and Computing for Video Services", Caching, Computing, Delivery in Wireless Networks Workshop, WiOpt 2022, IEEE, August 2022
Federated Learning against Limited Coverage, Stragglers and Adversareis in Wireless Networks
<정보통신소사이어티 워크샵>, KCC 2022, The Korean Institute of Information Science and Engineers (KIISE, 한국정보과학회), June 2022
Federated Learning against Limited Coverage, Stragglers and Adversareis in Wireless Networks
<이동통신소사이어티 신진연구자 특별 세션>, 2022 하계종합학술발표회, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), June 2022
Wireless Caching Network with Content Delivery, Edge Computing, and Artificial Intelligence
<Tutorial Session>, 2022 하계종합학술발표회, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), June 2022
Federated Learning for Privacy Preserving Video Caching Network
4대학(고려대, 경희대, 한림대, 홍익대) 교류 Workshop, Korea University, June 2022
Sageflow: Stragglers와 Adversaries 모두에 강인한 연합 학습
<Top Conference Session>, AI Frontier Summit 2022, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), May 2022
Artificial Intelligence-Assisted Wireless Caching and Content Delivery Networks
<정보통신소사이어티 춘계 단기강좌>, The Korean Institute of Information Science and Engineers (KIISE, 한국정보과학회), May 2022
미래 네트워크에 활용 가능한 연합 학습: 통신 딜레이, 공격자, 제한된 무선 통신 범위
<제15회 미래통신기술 워크숍>, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), May 2022
Artificial Intelligence-Assisted Wireless Caching and Content Delivery Networks
<신진연구자 특별 세션>, 2022 동계종합학술발표회, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), February 2022
Artificial Intelligence-Assisted Wireless Caching and Content Delivery Networks
<강화학습 기초 및 6G 응용 강좌>, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), January 2022
Deep Reinforcement Learning for Wireless Caching and Content Delivery
숭실대학교 첨단IT융합정보기술연구소 기술 세미나, December 2021
지능형 콘텐츠 전달 및 무선 캐싱 네트워크 표준 및 기술 동향
<디지털 뉴딜을 위한 IETF 표준과 지능형 컴퓨팅 표준기술>, Open Standards and ICT Associator (OSIA, 한국컴퓨터통신연구회), December 2021
4차 산업혁명 시대의 인공지능과 분산 시스템 (Artificial Intelligence and Distributed System for The 4th Industrial Revolution)
<에너지 수요관리 특론>, 제주대학교 BK21 제주 에너지 신산업 고도화 혁신 인재 양성 교육 연구단, October 2021
Survey on DRL-based Caching and Computing at Wireless Edge
<인공지능과 통신/네트워크 강좌>, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), August 2021
4차 산업혁명에서의 인공지능과 사물 인터넷
<사다리 프로젝트>, 광영고등학교, August 2021
Deep Reinforcement Learning-Based Application Techniques for Mobile Edge Networks
<강화학습 기초 및 6G 응용 강좌>, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회), July 2021
Teaching Experience
Assistant Professor
Kyung Hee University, 2022-current
Adventure Design (Arduino Project) - 4
Reinforcement Learning (강화학습) - 1
Communications mathematics II (통신 수학 2) - 1
Artificial Intelligence - 1
Wireless Network Convergence (무선네트워크융합) - 1
Next-Generation Communication Convergence (미래통신융합) - 1
Distributed Networks (분산네트워크) - 1
Jeju National University, 2020-2021
Engineering mathematics (공학 수학) - 2
Communications mathematics (통신 수학) - 2
Probability and Statistics (확률 및 통계) - 1
Signals and Systems (신호 및 시스템) - 1
Communication Theory (통신 이론) - 1
Mobile communications engineering (이동통신공학) - 1
Networking application practice (네트워크 응용실습) - 2
Information system engineering (정보 시스템) - 1
Internet-of-Things technique (사물 인터넷 기술) - 1
Teaching Assistant
Sep. - Dec. 2012 Signals & Systems, KAIST
Delivered the small lectures for students
Evaluate assignments and make solutions
Mar. - Jun. 2012 Electronics Design Lab, KAIST
Delivered the introductory MATLAB sessions
Helped students for understanding and implementing errorcorrecting codes by MATLAB
Academic Experience
Advisory Committee
서울시 스마트도시 국제포럼, 2023
Guest Editor
MDPI Electronics (special issue: State-Of-The-Art in Wireless Caching Network), 2021
TPC member
The 21st IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS) 2024
The 15th International Conference on Ubiquitous and Future Networks (ICUFN) 2024
VTS Asia-Pacific Wireless Communications Symposium (APWCS) 2024
JCCI 2024
IEEE Global Communications Conference (Globecom) 2023 Workshop - Wireless Communications for Distributed Intelligence
IEEE Global Communications Conference (Globecom) 2023
KICS ICAIIC 2023, KICS JCCI 2023, KICS ICUFN 2023
IEEE ICC'23 Workshop - Edge5GMN
KICS 2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 2023
IEEE Consumer Communications & Networking Conference (CCNC), 2023
KICS ICUFN 2022 AIEA Workshop: The 13th International Conference on Ubiquitous and Future Networks 2022, Artificial Intelligence Emerging Applications Workshop
IEEE WiOpt 2022: The 20th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
IEEE Global Communications Conference (Globecom), 2022
IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2021
IEEE Global Communications Conference (Globecom), 2021
Board of Directors
한국통신학회 집행이사, 추계 워크샵, 2024
한국통신학회 이사, 정보 서비스, 2024
한국통신학회 집행이사, 추계 워크샵, 2023
한국통신학회 이사, 정보 서비스, 2023
한국통신학회 이사, 추계2, 2022
Organization Committee
추계종합학술발표회 2024, 한국통신학회
JCCI 2024, 한국통신학회
추계종합학술발표회 2023, 한국통신학회
하계학술대회 2023, 대한전자공학회
JCCI 2023, 한국통신학회
추계종합학술발표회 2022, 한국통신학회
Session chair
2022 추계종합학술발표회, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회)
The 13th International Conference on ICT Convergence (ICTC 2022)
2022 하계종합학술발표회, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회)
2022 동계종합학술발표회, The Korean Institute of Communications and Information Sciences (KICS, 한국통신학회)
IEEE Wireless Communications and Network Conference, 2020
The 11th International Conference on ICT Convergence, 2020
Conference of The Korea Society of Computer and Information (한국컴퓨터정보학회), 2021
Review
IEEE Journal on Selected Areas in Communications
IEEE Journal of Selected Topics in Signal Processing
IEEE Transactions on Wireless Communications
IEEE Transactions on Communications
IEEE Transactions on Industrial Informatics
IEEE Transactions on Vehicular Technology
IEEE Wireless Communications Letters
IEEE Communications Standards Magazine
IEEE Transactions on Emerging Topics in Computing
Transactions on Emerging Telecommunications Technologies
ICT Express
Applied Artificial Intelligence
Journal of Electrical Engineering & Technology
MDPI Sensors, Electronics, Micromachines, Symmetry, Machine Learning and Knowledge Extraction
Journal of Engineering