Professor Dr. Xiuyuan Cheng

Biography

Xiuyuan Cheng is a Professor of Mathematics at Duke University, where he has been providing insights into applied analysis and the development of theoretical computational techniques. His work focuses on solving complex problems in high-dimensional statistics, signal processing, and machine learning. He has an established research agenda, with recent publications that delve into the intricacies of mathematical sciences, specifically in the areas of single-cell RNA sequencing and gene dynamics. Cheng's innovative methods, such as the Localized Marker Detector (LMD), enhance the understanding of cellular diversity and function by providing tools to identify localized genes that are specifically expressed in similar groups. His academic journey includes a Ph.D. from Princeton University, which laid the foundation for his contributions to the field. Cheng is also recognized for his grants awarded by prestigious institutions like the National Science Foundation and the Simons Foundation, which aim to advance research in high-dimensional data analysis and network theory.

Research Interests

Experience