ZOU Yuexian

ZOU Yuexian is a professor at the School of Electronic and Computer Engineering, Peking University, where they are affiliated with the EE department. Their research interests include pattern recognition theory and application based on deep network and sparse representation theory, theories and methods of intelligent auditory perception technology, and data mining theory and applications. ZOU has been engaged in signal and data processing research, with a focus on intelligent signal and information processing, human-computer voice interaction, video image processing, pattern recognition, and machine learning. They have led multiple national and local projects, published over 125 academic papers, and held several academic and administrative roles within Peking University and other institutions.

Yuexian Zou is a researcher at Peking University Shenzhen Graduate School with expertise in Machine Learning, Speech Processing, and Image Processing. Their work focuses on advancing AI applications in healthcare, audio-visual analysis, and signal processing. Key projects include radiology report generation, speech emotion recognition, and audio captioning. Zou has developed models for text-to-sound generation, speech and music understanding, and multimodal curriculum learning for medical reports. They also explore robust adaptive filtering and federated learning for vision-and-language tasks. Their research emphasizes the integration of deep learning with signal processing techniques to enhance performance in noisy and complex environments.