홍송남 프로필 사진

홍송남

Hong, Song nam

공과대학

융합전자공학부

Scopus ORCID

연구분야

  • AI for Communications, 
  • Fast Learning for Hyperscale AI, 
  • Reinforcement Learning, 
  • 강화학습, 
  • 초거대 인공지능을 위한 초고속 학습 알고리즘, 
  • 통신시스템을 위한 인공지능 알고리즘

자료 필터

자료유형

발행연도

2008 ~ 2026
2008 2026

키워드

언어

전체 45건 중 21번부터 30번까지의 결과를 표시합니다.

2024
Conference

Unified Channel Estimation for XL-RIS Assisted mmWave MU-MIMO Systems

  • 2024
  • 미국
2023
Article

Tighter Regret Analysis and Optimization of Online Federated Learning

  • 2023-12
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE COMPUTER SOC
Article

Channel Estimation for Ris-Aided Mmwave Mu-Mimo Systems: Collaborative Low-Rank Matrix Completion Approach

  • 2023-11
  • Proceedings of 2023 8th IEEE International Conference on Network Intelligence and Digital Content, IC-NIDC 2023
  • Institute of Electrical and Electronics Engineers Inc.
Article

Distributed Online Learning With Multiple Kernels

  • 2023-03
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Learning from Noisy Labels for MIMO Detection With One-Bit ADCs

  • 2023-03
  • IEEE Wireless Communications Letters
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Compressed Sensing Based Active User Detection in MIMO Systems with One-Bit ADC

  • 2023-01
  • IEEE Transactions on Vehicular Technology
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
2022
Article

Communication-Efficient Randomized Algorithm for Multi-Kernel Online Federated Learning

  • 2022-12
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE COMPUTER SOC
Article

OFedIT: Communication-Efficient Online Federated Learning with Intermittent Transmission

  • 2022-10
  • International Conference on ICT Convergence
  • IEEE Computer Society
Article

1-비트 압축 센싱을 위한 효율적인 알고리즘

  • 2022-09
  • 한국통신학회논문지
  • 한국통신학회
Article

Artificial Intelligence for Physical-Layer Design of MIMO Communications with One-Bit ADCs

  • Jeon, Yo-Seb ; 
  • Kim, Daeun ; 
  • Hong, Song-Nam ; 
  • Lee, Namyoon ; 
  • Heath, Robert W., Jr.
  • 2022-07
  • IEEE Communications Magazine
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC