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 1번부터 10번까지의 결과를 표시합니다.

2026
Article

LyMARL: Lyapunov-Guided MARL for Energy-Constrained User Association

  • Ko, Wonhyeok
  • Jeong, Yeonseo
  • Hong, Sungweon
  • Lim, Hyung-Taig
  • Hong, Songnam
  • 2026-05
  • 2026 IEEE International Conference on Communications Workshops, ICC Workshops 2026 - Proceedings
  • Institute of Electrical and Electronics Engineers Inc.
Article

QIPPO/CA: A Quantized Communication-Efficient MARL Framework for Fully Distributed Channel Access in Next-Generation Wireless Networks

  • Hong, Sungweon
  • Jeong, Yeonseo
  • Hwang, Ukjo
  • Hong, Songnam
  • 2026-03
  • IEEE Internet of Things Journal
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Uncertainty-Aware Performance Evaluation of Low-Noise Amplers via Generalized Polynomial Chaos Expansion-Based Surrogate Model

  • 2026-02
  • Proceedings - 2025 21st IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2025
  • Institute of Electrical and Electronics Engineers Inc.
Article

A Fully Independent MARL for Collision Avoidance in Distributed Channel Access

  • Hong, Sungweon
  • Jeong, Yeonseo
  • Hwang, Ukjo
  • Hong, Songnam
  • 2026-01
  • IEEE Vehicular Technology Conference (VTC)
2025
Article

Design of an Automotive OTA System with Zonal Gateways and PQC-Hybrid TLS

  • 2025-12
  • 2025 IEEE/IEIE International Conference on Consumer Electronics-Asia, ICCE-Asia 2025
  • Institute of Electrical and Electronics Engineers Inc.
Article

FedLSC: Improving Communication Efficiency and Robustness in Federated Learning With Stragglers and Adversaries

  • 2025-11
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Piecewise Beam Training and Channel Estimation for RIS-Aided Near-Field Communications

  • 2025-10
  • IEEE Transactions on Wireless Communications
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Blind Massive MIMO for Dense IoT Networks

  • 2025-09
  • IEEE Internet of Things Journal
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

WDP: A Weighted Delay Prediction Method for Integrated Circuit Interconnects

  • 2025-07
  • 2025 21ST INTERNATIONAL CONFERENCE ON SYNTHESIS, MODELING, ANALYSIS AND SIMULATION METHODS, AND APPLICATIONS TO CIRCUITS DESIGN, SMACD
  • IEEE
Article

Tackling Environment Heterogeneity in Federated Reinforcement Learning

  • 2025-07
  • Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025
  • Institute of Electrical and Electronics Engineers Inc.
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