Yang Tan, Haojie Zhang, Jingwen Xu, Hanhan Wu, Kun Qian, Bin Hu, Yoshiharu Yamamoto, and Björn W. Schuller, “BBANet: Bilateral Biological Auditory-Inspired Neural Network for Heart Sound Classification”, Engineering Applications of Artificial Intelligence, vol.164, pp.113165, 2025.
Ruobing Li#, Yifan Feng#, Lin Shen, Liuxian Ma, Haojie Zhang, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller, “FedVCPL-Diff: A Federated Convolutional Prototype Learning Framework with a Diffusion Model for Speech Emotion Recognition”, Information Fusion, vol.127, pp.103745, 2026.
Enze Li#, Haojie Zhang#, Kun Qian*, Fuze Tian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Body Sound Denoising Technologies: A Survey and Validation”, Biomedical Signal Processing and Control, pp.1-76, 2025.
Zhihua Wang#, Haojie Zhang#, Yang Tan, Rui Wang, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller, “Can Information Representations Inspired by the Human Auditory Perception Benefit Computer Audition-based Disease Detection? An Interpretable Comparative Study” IEEE Journal of Biomedical and Health Informatics, pp.1-14, 2025.
Lin Shen, Ruobing Li, Xiaoxi Liu, Haojie Zhang, Cuiping Zhu, Kun Qian*, Fuze Tian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Echoes of the Brain: Reconstructing Music from EEG via Latent Space Alignment and Guided Diffusion”, IEEE Transactions on Multimedia, pp.1-12, 2025.
Lin Shen, Haojie Zhang, Cuiping Zhu, Ruobing Li, Kun Qian*, Wei Meng, Fuze Tian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “A First Look at Generative Artificial Intelligence based Music Therapy for Mental Disorders”, IEEE Transactions on Consumer Electronics, vol.71, no.3, pp.7439-7453, 2025.
Fuze Tian*#, Haojie Zhang#, Jie Liu, Jingyu Liu, Mingqi Zhao, Kun Qian*, Qinglin Zhao, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller, “An On-Board Executable Multitask Network Model for Bioradar-Based ECG Signal Reconstruction Using High-Fidelity DHD Signals”, IEEE Transactions on Instrumentation and Measurement, vol.74, pp.4018620, 2025.
Haojie Zhang#, Fuze Tian#, Yang Tan, Lin Shen, Enze Li, Jiedong Ma, Jingyu Liu, Kun Qian*, Jing Li*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller, “Towards Practical Colorectal Cancer Diagnosis: A Bowel Sound-Based System with Portable Sensor and On-Board Lightweight AI Model”, IEEE Internet of Things Journal, vol.12, no.21, pp.45722-45736, 2025.
Qinglin Zhao, Lixin Zhang, Haojie Zhang, Hua Jiang, Kunbo Cui, Zhongqing Wu, Jingyu Liu, Mingqi Zhao, Fuze Tian*, and Bin Hu*, “LSNN Model: A Lightweight Spiking Neural Network-Based Depression Classification Model for Wearable EEG Sensors”, IEEE Transactions on Mobile Computing, vol.24, no.11, pp.12640-12654, 2025.
Kun Qian*, Haojie Zhang, Xin Jing, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller, “Foundation Models for Digital Mental Health: Igniting the Dawn”, Medicine Plus, vol.2, no.2, pp.100085, 2025.
Lin Shen, Haojie Zhang, Cuiping Zhu, Ruobing Li, Kun Qian*, Fuze Tian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Enhancing Emotion Regulation in Mental Disorder Treatment: An AIGC-Based Closed-Loop Music Intervention System”, IEEE Transactions on Affective Computing, vol.16, no.3, pp.2245-2260, 2025.
Haojie Zhang#, Fuze Tian#, Yang Tan, Lin Shen, Jingyu Liu, Jie Liu, Kun Qian*, Yalei Han, Gong Su*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “An AI-assisted All-in-one Integrated Coronary Artery Disease Diagnosis System Using a Portable Heart Sound Sensor with an On-board Executable Lightweight Model”, IEEE Transactions on Mobile Computing, vol.24, no.8, pp.7252-7266, 2025.
Fuze Tian#*, Haojie Zhang#, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis”, IEEE Journal of Biomedical and Health Informatics, vol.29, no.1, pp.152-165, 2025. (ESI Highly Cited Paper)