Song‐Nam Hong - Publications, H-index & Citations

Song‐Nam Hong

hanyang university

15H指数

132论文数

967被引数

收录论文 27

发表时间

RoFEH: Robust Federated Reinforcement Learning Under Environment Heterogeneity RoFEH: 环境异构性下的鲁棒联邦强化学习

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-10-13

PREAI

Ukjo Hwang; Songnam Hong

FedLSC: Improving Communication Efficiency and Robustness in Federated Learning With Stragglers and Adversaries FedLSC: 在存在拖后腿者和攻击者的情况下，改进联邦学习中的通信效率与鲁棒性

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-18

PREAI

Hyeong-Gun Joo; Songnam Hong; Dong-Joon Shin

Asymptotically Near-Optimal Hybrid Beamforming for mmWave IRS-Aided MIMO Systems 毫米波IRS辅助MIMO系统的渐近近优混合波束成形

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2025-01-01

PREAI

Lee, Jeongjae; Hong, Songnam

Online Multikernel Learning Method via Online Biconvex Optimization

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-11-01

PREAI

Hong, Songnam

Efficient Multi-User Channel Estimation for RIS-Aided mmWave Systems Using Shared Channel Subspace

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-08-01

PREAI

Chung, Hyeonjin; Hong, Songnam; Kim, Sunwoo

On Practical Robust Reinforcement Learning: Adjacent Uncertainty Set and Double-Agent Algorithm

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Hwang, Ukjo; Hong, Songnam

Analog Circuit Design Automation via Sequential RL Agents and Gm/ID Methodology 通过顺序RL代理和Gm/ID方法实现模拟电路设计自动化

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Hong, Sungweon; Tae, Yunseob; Lee, Dongjun; Park, Gijin; Lim, Jaemyung; Cho, Kyungjun; Jeong, Chunseok; Park, Myeong-Jae; Hong, Songnam; Han, Jaeduk

Distributed Online Learning With Multiple Kernels

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-03-01

OAAI

Hong, Songnam; Chae, Jeongmin

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

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2023-01-01

PREAI

Noh, Yerim; Hong, Songnam

Revealing the influence of porosity and temperature on transport properties of nanobubble solution with molecular dynamics simulations

JOURNAL OF MOLECULAR LIQUIDS

IF5.2

2022-12-01

PREAI

Hong, Song-Nam; Ri, Jun-Hyok; Mun, So -Yon; Yu, Chol-Jun

Active Learning With Multiple Kernels

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-07-01

OAAI

Hong, Songnam; Chae, Jeongmin

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

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2022-07-01

PREAI

Jeon, Yo-Seb; Kim, Daeun; Hong, Song-Nam; Lee, Namyoon; Heath, Robert W., Jr.

Construction of 1-Bit Transmit Signal Vectors for Downlink MU-MISO Systems: QAM Constellations

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2021-10-01

OAAI

Park, Sungyeal; Cho, Yunseong; Hong, Songnam

Manifestation of the thermoelectric properties in Ge-based halide perovskites

PHYSICAL REVIEW MATERIALS

IF3.4

2020-07-15

OAAI

Jong, Un-Gi; Yu, Chol-Jun; Kye, Yun-Hyok; Hong, Song-Nam; Kim, Hyon-Gyong

Machine Learning Detectors for MU-MIMO Systems With One-Bit ADCs 具有一位adc的mu-mimo系统的机器学习检测器

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Kim, Seonho; Chae, Jeongmin; Hong, Song-Nam

Joint User Selection, Power Allocation, and Precoding Design With Imperfect CSIT for Multi-Cell MU-MIMO Downlink Systems 用于多小区mu-mimo下行链路系统的具有不完善CSIT的联合用户选择，功率分配和预编码设计

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2020-01-01

OAAI

Choi, Jiwook; Lee, Namyoon; Hong, Song-Nam; Caire, Giuseppe

Stacked Bayesian Matching Pursuit for One-Bit Compressed Sensing

ieee signal processing magazine

IF3.9

2020-01-01

PREAI

Chae, Jeongmin; Kim, Seonho; Hong, Songnam

Construction of 1-Bit Transmit-Signal Vectors for Downlink MU-MISO Systems With PSK Signaling

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2019-08-01

PREAI

Park, Gyu-Jeong; Hong, Song-Nam

One-Bit Successive-Cancellation Soft-Output (OSS) Detector for Uplink MU-MIMO Systems With One-Bit Adcs 一位连续抵消软输出 (OSS) 检测器，用于具有一位adc的上行链路mu-mimo系统

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Cho, Yunseong; Hong, Song-Nam

Soft-Output-Sparse-Aware (SOSA) Detector for Coded MU-MIMO Systems 用于编码mu-mimo系统的软输出稀疏感知 (SOSA) 检测器

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2018-09-01

PREAI

Park, Gyu-Jeong; Ran, Rong; Oh, Seong Keun; Hong, Song-Nam

研究方向