Hui Chen

Biography

Keywords: Generative Modeling, Diffusion Models, Medical Imaging, Neuroimaging, Visual Processing, Time-Series Analysis

Advisor: Vikas Singh

Education
BS 2022, Statistics, Renmin University of China

Research
My research focuses on machine learning for biomedical and visual data, particularly generative modeling, diffusion models, and neuroimaging. I am interested in developing theoretically grounded methods for high-dimensional medical image reconstruction, including leveraging 2D diffusion priors for coherent 3D brain MRI generation. My broader research interests include EEG-based visual processing, multivariate time-series modeling, and learning from neurophysiological data.

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