Research on an Ensemble Classification Algorithm Based on Differential Privacy. - Junjie Jia; Wanyong Qiu (IEEE Access, 2020)

A Federated Learning Paradigm for Heart Sound Classification. - Wanyong Qiu; Kun Qian 003; Zhihua Wang; Yi Chang 004; Zhihao Bao; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (EMBC, 2022)

Federated Intelligent Terminals Facilitate Stuttering Monitoring. - Yongzi Yu; Wanyong Qiu; Chen Quan; Kun Qian 003; Zhihua Wang; Yu Ma; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (ICASSP, 2023)

Can a Holistic View Facilitate the Development of Intelligent Traditional Chinese Medicine? A Survey. - Guihua Tian; Kun Qian 003; Xinyi Li; Mengkai Sun; Hao Jiang; Wanyong Qiu; Xiaoming Xie; Zhonghao Zhao; Liangqing Huang; Siyan Luo; Tianxing Guo; Ran Cai; et al. (IEEE Trans. Comput. Soc. Syst., 2023)

LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices. - Lixian Zhu; Wanyong Qiu; Yu Ma; Fuze Tian; Mengkai Sun; Zhihua Wang; Kun Qian 003; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (IEEE Trans. Instrum. Meas., 2024)

Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection. - Wanyong Qiu; Yifan Feng; Yuying Li 006; Yi Chang 004; Kun Qian 003; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (IEEE J. Biomed. Health Informatics, 2024)

Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework. - Wanyong Qiu; Chen Quan; Lixian Zhu; Yongzi Yu; Zhihua Wang; Yu Ma; Mengkai Sun; Yi Chang 004; Kun Qian 003; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (IEEE Trans. Biomed. Eng., 2024)

FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition. - Xihang Qiu; Wanyong Qiu; Ye Zhang; Kun Qian 003; Chun Li; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (IEEE J. Biomed. Health Informatics, 2025)