Lixian Zhu

According to our database, Lixian Zhu authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

IEEE Trans. Biomed. Eng., October, 2024

Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives.

Bin Hu, Lixian Zhu, Qunxi Dong, Kun Qian, Hanshu Cai, Fuze Tian

IEEE Trans. Comput. Soc. Syst., February, 2024

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, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

IEEE Trans. Instrum. Meas., 2024

Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model.

Jiahao Ji, Lixian Zhu, Haojie Zhang, Kun Qian, Kele Xu, Zikai Song, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization.

Fuze Tian, Lixian Zhu, Qiuxia Shi, Rui Wang, Lixin Zhang, Qunxi Dong, Kun Qian, Qinglin Zhao, Bin Hu

IEEE Trans. Biomed. Circuits Syst., December, 2023

Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach.

Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Fundamentals of Computational Psychophysiology: Theory and Methodology.

Bin Hu, Jian Shen, Lixian Zhu, Qunxi Dong, Hanshu Cai, Kun Qian

IEEE Trans. Comput. Soc. Syst., 2022

Heart Sound Classification based on Residual Shrinkage Networks.

Lixian Zhu, Kun Qian, Zhihua Wang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation.

Lixian Zhu, Chang Yan, Xiaokun Jin, Fuze Tian, Yanan Zhao, Yu Ma, Yeqi Jia, Qunxi Dong, Peijing Rong, Kun Qian, Bin Hu

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022

2019

The spatiotemporal patterns of sea ice in the Bohai Sea during the winter seasons of 2000-2016.

Lunxi Ouyang, Fengming Hui, Lixian Zhu, Xiao Cheng, Bin Cheng, Mohammed Shokr, Jiechen Zhao, Minghu Ding, Tao Zeng

Int. J. Digit. Earth, 2019