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, 2026.
Jiancheng Han#, Heqing Wang#, Yifan Feng#, Qi Yang#, Jingtan Li, Haojie Zhang, Yihua He, Jiang Liu, Toru Nakamura, Yang Cao, Naidi Sun*, Kun Qian*, Bin Hu*, Xinru Gao, Yan Xia, Zongjie Weng, Björn W. Schuller, and Yoshiharu Yamamoto, “Federated Learning for Prenatal Detection of Interrupted Aortic Arch Using Fetal Ultrasound Imaging”, Biomedical Signal Processing and Control, vol.119, pp.109795, 2026.
Tianrui Jia#, Haojie Zhang#, Hanhan Wu, Qiyang Sun, Xin Jing, Boyang Meng, Lin Shen, Liang Wang, Kun Qian*, Ye Zhang*, Bin Hu*, Tanja Schultz, Björn W. Schuller, and Yoshiharu Yamamoto, “Breaking Through Data Scarcity: A Novel Diffusion Model Approach for Snoring Sound Augmentation and Classification”, Biomedical Signal Processing and Control, vol.116, pp.109449, 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, vol.114, pp.109302, 2026.
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, 2026.
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.
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, 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)