An Efficient Recommendation Filter Model on Smart Home Big Data Analytics for Enhanced Living Environments. - Hao Chen 002; Xiaoyun Xie; Wanneng Shu; Naixue Xiong (Sensors, 2016)

Semi-Supervised Classification of Hyperspectral Images Based on Extended Label Propagation and Rolling Guidance Filtering. - Binge Cui; Xiaoyun Xie; Siyuan Hao; Jiandi Cui; Yan Lu 014 (Remote. Sens., 2018)

Superpixel-Based Extended Random Walker for Hyperspectral Image Classification. - Binge Cui; Xiaoyun Xie; Xiudan Ma; Guangbo Ren; Yi Ma (IEEE Trans. Geosci. Remote. Sens., 2018)

A multi-stage denoising framework for ambulatory ECG signal based on domain knowledge and motion artifact detection. - Xiaoyun Xie; Hui Liu; Minglei Shu; Qing Zhu; Anpeng Huang; Xiangpu Kong; Yinglong Wang 001 (Future Gener. Comput. Syst., 2021)

Multilabel 12-Lead ECG Classification Based on Leadwise Grouping Multibranch Network. - Xiaoyun Xie; Hui Liu; Da Chen 002; Minglei Shu; Yinglong Wang 001 (IEEE Trans. Instrum. Meas., 2022)

Deep Neural Network Denoising Model Based on Sparse Representation Algorithm for ECG Signal. - Yanrong Hou; Ruixia Liu; Minglei Shu; Xiaoyun Xie; Changfang Chen (IEEE Trans. Instrum. Meas., 2023)

DSNet: A Decoupled Siamese Network for ECG Classification. - Mengyu Sun; Pengyao Xu; Xiaoyun Xie; Yinglong Wang 001 (ICONIP (4), 2024)

A dynamic transfer network for cross-database atrial fibrillation detection. - Huifang Xu; Ming Zeng; Hui Liu; Xiaoyun Xie; Lan Tian; Jiameng Yan; Chao Chen (Biomed. Signal Process. Control., 2024)

Interpretable machine learning models for detecting peripheral neuropathy and lower extremity arterial disease in diabetics: an analysis of critical shared and unique risk factors. - Ya Wu; Danmeng Dong; Lijie Zhu; Zihong Luo; Yang Liu; Xiaoyun Xie (BMC Medical Informatics Decis. Mak., 2024)

Advancing few-shot rolling element bearing diagnostics with fine-grained similarity learning across variable working environments. - Tianlei Gao; Xiaoyun Xie; Nuo Wei; Minglei Shu; Yushui Geng (Neurocomputing, 2025)

A Multilevel Metric Fusion Framework for Few-Shot Electrocardiogram Classification. - Tianlei Gao; Xiaoyun Xie; Hui Liu; Shuwang Zhou; Minglei Shu (IEEE Trans. Instrum. Meas., 2025)