Regular biography
He Xiaofei is a faculty member in the Department of Computer Science at Zhejiang University. His research interests are not explicitly detailed in the provided information. He is affiliated with Zhejiang University and holds a faculty position. His professional profile can be accessed at http://people.cs.uchicago.edu/~xiaofei/.
Scholar-generated biography
Xiaofei He is a Professor of Computer Science at Zhejiang University, specializing in machine learning, computer vision, and data mining. His research focuses on developing advanced algorithms for feature selection, data representation, and pattern recognition. He has contributed significantly to methods such as locality preserving projections, Laplacianfaces for face recognition, and graph regularized nonnegative matrix factorization. His work also includes applications in document clustering, music recommendation, and vision transformers for tasks like lane detection. He emphasizes the integration of mathematical models with real-world data challenges to enhance the performance of machine learning systems.