Shougang Ren

Adaptive enhanced swin transformer with U-net for remote sensing image segmentation

Xingjian Gu, Si‐Zhe Li, Shougang Ren et al. · Computers & Electrical Engineering · 2022 · 39 citations

Image Analysis, Engineering, Remote Sensing +3

Trustiness-based hierarchical decentralized federated learning

Yanbin Li, Xuemei Wang, Runkang Sun et al. · Knowledge-Based Systems · 2023 · 22 citations

Engineering, Federated Learning, Federated Structure +5

AFedAvg: communication-efficient federated learning aggregation with adaptive communication frequency and gradient sparse

Yanbin Li, Ziming He, Xingjian Gu et al. · Journal of Experimental & Theoretical Artificial Intelligence · 2022 · 17 citations

An iterative paradigm of joint feature extraction and labeling for semi-supervised discriminant analysis

Shougang Ren, Xingjian Gu, Peisen Yuan et al. · Neurocomputing · 2017 · 14 citations

Natural Language Processing, Image Analysis, Machine Learning +13

An Adaptive Communication-Efficient Federated Learning to Resist Gradient-Based Reconstruction Attacks

Yanbin Li, Yue Li, Huanliang Xu et al. · Security and Communication Networks · 2021 · 11 citations · Full text