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 001; Bin Cheng 006; Mohammed Shokr; Jiechen Zhao 001; Minghu Ding; Tao Zeng (Int. J. Digit. Earth, 2019)

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 003; Bin Hu 001 (ACIIW, 2022)

Heart Sound Classification based on Residual Shrinkage Networks. - Lixian Zhu; Kun Qian 003; Zhihua Wang; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (EMBC, 2022)

Fundamentals of Computational Psychophysiology: Theory and Methodology. - Bin Hu 001; Jian Shen 004; Lixian Zhu; Qunxi Dong; Hanshu Cai; Kun Qian 003 (IEEE Trans. Comput. Soc. Syst., 2022)

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 003; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (EMBC, 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 003; Qinglin Zhao; Bin Hu 001 (IEEE Trans. Biomed. Circuits Syst., 2023)

Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model. - Jiahao Ji; Lixian Zhu; Haojie Zhang; Kun Qian 003; Kele Xu; Zikai Song; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (EUSIPCO, 2024)

Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification. - Xihang Qiu; Lixian Zhu; Zikai Song; Zeyu Chen; Haojie Zhang; Kun Qian 003; Ye Zhang; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (INTERSPEECH, 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 003; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (IEEE Trans. Instrum. Meas., 2024)

Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives. - Bin Hu 001; Lixian Zhu; Qunxi Dong; Kun Qian 003; Hanshu Cai; Fuze Tian (IEEE Trans. Comput. Soc. Syst., 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)

Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs. - Fuze Tian; Lixin Zhang; Lixian Zhu; Mingqi Zhao; Jingyu Liu 002; Qunxi Dong; Qinglin Zhao (IEEE Trans. Comput. Soc. Syst., 2024)

GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition. - Gang Luo; Yutong Han; Weichu Xie; Fuze Tian; Lixian Zhu; Kun Qian 003; Xiaowei Li 005; Shuting Sun; Bin Hu 001 (Knowl. Based Syst., 2025)

An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis. - Fuze Tian; Haojie Zhang; Yang Tan 003; Lixian Zhu; Lin Shen; Kun Qian 003; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (IEEE J. Biomed. Health Informatics, 2025)

Semantic Disentangling for Audiovisual Induced Emotion. - Qunxi Dong; Wang Zheng; Fuze Tian; Lixian Zhu; Kun Qian 003; Jingyu Liu 002; Xuan Zhang (IEEE Trans. Comput. Soc. Syst., 2025)

MDH-NAS: Accelerating EEG Signal Classification With Mixed-Level Differentiable and Hardware-Aware Neural Architecture Search. - Lixian Zhu; Su Wang; Xiaokun Jin; Kai Zheng; Jian Zhang; Shuting Sun; Fuze Tian; Ran Cai; Bin Hu 001 (IEEE Internet Things J., 2025)