Sinwoong Yun

S. Yun, D. Kim, S. Lee, and J. Lee*, "i-CU: intelligent cache replacement and content update for data freshness in cloud-edge networks", IEEE Transactions on Mobile Computing, accepted. 2022 29th Humantech paper award (삼성휴먼테크논문대상), bronze prize
S. Yun, D. Kim, C. Park, and J. Lee*, "Learning-based sensing and computing decision for data in edge computing-enabled networks",
IEEE Transactions on Wireless Communications, vol. 23, no. 9, pp. 11386-11400, Sep. 2024. [IEEE Xplore] (Top 3.6% Journal in JCR)
D. Kim, S. Yun, S. Lee, J. Lee*, and D. Niyato, "Intelligent transaction generation control for permissioned blockchain-based services", IEEE Transactions on Services Computing, vol. 18, no. 2, pp. 828-838, Apr. 2025. [IEEE Xplore]. (Top 3.2% Journal in JCR)
D. Kim, S. Yun, S. Lee, J. Lee*, and T. Q. Quek, "Reinforcement learning-based sensing decision for data freshness in blockchain-empowered wireless networks", IEEE Wireless Communications Letters, vol. 13, no. 12, Dec. 2024. [IEEE Xplore] (Top 15% Journal in JCR)
D. Yu, S. Yun, and J. Lee*, "Secure and efficient communications with fine-grained access control in underwater wireless sensor networks", ICT Express, vol. 10, no. 4, pp. 851-856, Aug. 2024. [ScienceDirect]

Submitted/Revised:

L. Bao, S. Yun, J. Lee*, and T. Q. S. Quek, "LLM-hRIC: LLM-empowered hierarchical RAN intelligent control for O-RAN," IEEE Communications Magazine, revised.[arXiv]
D. Kim, S. Yun, E. Park, and J. Lee*, "IA-MARL: imputation assisted multi-agent reinforcement for missing training data",
IEEE Access, submitted.

International Conference Papers

S. Yun, and J. Lee, “Intelligent channel impulse response feature prediction in underwater acoustic networks,” in Proc. Int. Conf. ICT Conv. (ICTC), Jeju Island, Korea, Oct. 2024, pp. 1-2.
S. Yun, D. Kim, C. Park, and J. Lee, "Joint sensing and computation decision for age of information-sensitive wireless networks: a deep reinforcement learning approach", in Proc. IEEE Glob. Commun. Conf. (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 2023, pp. 1-6.
S. Yun, D. Kim, and J. Lee, "Learning-based activation of energy harvesting sensors for fresh data acquisition",
in Proc. Int. Conf. on Web Engr. (ICWE) Workshop, Biarritz, France, May 2021, pp. 62-68.
B. Kang, S. Yun, and J. Lee, “LEO satellite hybrid beamforming with reconfigurable intelligent surface deployment,” in Proc. Int. Conf. ICT Conv. (ICTC), Jeju Island, Korea, Oct. 2024, pp. 1-2.

Domestic Conference Papers

윤신웅, 이제민, "수중 음향 네트워크를 위한 채널 주파수 응답 기반 지능형 인증 기법",
2025년 한국통신학회 동계종합학술발표회 (KICS), Feb. 2025.
강보성, 윤신웅, 이제민, "Intelligent-omni-surface (IOS) 기반 간섭을 고려한 다중 이용자 sum-rate 연구",
2023년 한국통신학회 동계종합학술발표회 (KICS), Feb. 2023.

PATENTS

윤신웅, 김동선, 이성진, 이제민*, “차세대 무선 네트워크에서 최신 정보의 컨텐츠를 제공하는 서버, 방법 및 시스템,” 출원, May 2024.

Network technology development for ultra-freshness and integrity of information
정보의 최신성과 무결성을 위한 통신 네트워크 기술 개발
- Participant, NRF (연구재단), Mar. 2020 - Feb. 2025
Development of dependable and highly usable big data platform, and analysis and prediction services technology in edge clouds
엣지 클라우드에서 고신뢰 고사용성 빅데이터 플랫폼 및 분석 예측 서비스 기술 개발
- Participant, IITP (정보통신기획평가원), Jul. 2020 - Feb. 2026
대규모 무선 센서 네트워크에서의 정보의 최신성을 위한 attention-based 강화학습 기반 통신 자원 할당
- Principal investigator (PI), IITP (정보통신기획평가원), Mar. 2023 - Dec. 2023
InSeCT Research Laboratory
지능형 보안 수중 통신 특화연구실
- Participant, Dec. 2022 - Dec. 2027

Teaching Experience

Undergraduate group research program (UGRP)
- Reinforcement learning-based base station activation in wireless networks
- Teaching assistant, DGIST, Mar. 2019 - Dec. 2019

Extracurricular Activities

ITRC 2022 forum (ITRC 인재양성대전 2022)
- Intelligent traffic observation scheduling for data freshness
- Exhibitor, Seoul, Korea, Apr. 2022
Korea software congress 2022 - BECS workshop (2022 한국소프트웨어종합학술대회)
- 엣지 컴퓨팅 결합 네트워크에서의 정보 최신성을 위한 강화학습 기반 센싱 및 컴퓨팅 알고리즘
- Presenter, Jeju Island, Korea, Dec. 2022

Page updated

Google Sites

Report abuse