Congratulations to our student, Haojie Zhang, on being selected as one of the MIT Technology Review (China) “AI Innovation Pioneers Under 25” (25岁以下AI创新青年先锋).

Our research group has recently launched three project websites highlighting our ongoing research directions.

Intelligent Audio Intervention
https://bhe-aim-imt.github.io/
Brain-inspired Auditory Computation
https://bhe-aim-bac.github.io/
Intelligent Perception Body Sounds
https://bhe-aim-ipbs.github.io/

Our new paper entitled “Echoes of the Brain: Reconstructing Music from EEG via Latent Space Alignment and Guided Diffusion” has been accepted by the IEEE TMM (IF-2024: 9.7).

Our new paper entitled “Can Information Representations Inspired by the Human Auditory Perception Benefit Computer Audition-based Disease Detection? An Interpretable Comparative Study” has been accepted and online by the IEEE JBHI (IF-2024: 6.8).

Our new paper entitled “Computer Audition for Healthcare: A Survey on Speech Analysis” has been accepted and published online by the AI Open (IF-2023: 14.8).

Our paper entitled “A Multi-Class Valvular Heart Disease Diagnosis System Using a Two-Stage Lightweight Model” has won the “Oral Presentation Award” at IEEE GCCE 2025 held at Osaka, Japan.

Our new paper entitled “Towards Practical Colorectal Cancer Diagnosis: A Bowel Sound-Based System with Portable Sensor and On-Board Lightweight AI Model” has been accepted and published online by the IEEE IoT-J (IF-2024: 8.9).

Our new paper entitled “FedVCPL-Diff: A Federated Convolutional Prototype Learning Framework with a Diffusion Model for Speech Emotion Recognition“ has been accepted and published online by the Information Fusion (IF-2024: 15.5).

Our new paper entitled “FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition” has been accepted and published online by the IEEE J-BHI (IF-2023: 6.7).

Our new paper entitled “Enhancing Emotion Regulation in Mental Disorder Treatment: An AIGC-based Closed-Loop Music Intervention System” has been accepted and published online by the IEEE Transactions on Affective Computing (IF-2023: 9.6).

Our new paper entitled “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” has been accepted and published online by the IEEE Transactions on Mobile Computing (IF-2023: 7.7).

Our new paper entitled “An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis” has been accepted and published online by the IEEE J-BHI (IF-2023: 6.7).

I have been awarded the Beijing Science and Technology Award – Second Prize for Scientific and Technological Progress (北京市科学技术进步奖二等奖).