Xiuyuan Cheng, Professor of Mathematics
- Contact Info:
- 120 Science Drive, 293 Physics Building, Durham, NC 27708
- Personal Web Page:
- https://services.math.duke.edu/~xiuyuanc/
- Education:
- Ph.D., Princeton University, 2013
- MATH 532.01, Real Analysis Ii
Synopsis
- Gross hall 304b, TuTh 10:05 AM-11:20 AM
- Recent Publications
(More Publications)
- Calder, J; Cheng, X; Oberman, A; Ruthotto, L. "PDEs for machine learning." Research in Mathematical Sciences 12.3 (September, 2025). [doi]
- Li, R; Qu, R; Parisi, F; Strino, F; Lam, H; Stanley, JS; Cheng, X; Myung, P; Kluger, Y. "Cluster-independent multiscale marker identification in single-cell RNA-seq data using localized marker detector (LMD).." Communications biology 8.1 (July, 2025): 1058. [doi] [abs]
- Qu, R; Cheng, X; Sefik, E; Stanley Iii, JS; Landa, B; Strino, F; Platt, S; Garritano, J; Odell, ID; Coifman, R; Flavell, RA; Myung, P; Kluger, Y. "Gene trajectory inference for single-cell data by optimal transport metrics.." Nature biotechnology 43.2 (February, 2025): 258-268. [doi] [abs]
- Xu, C; Cheng, X; Xie, Y. "Computing high-dimensional optimal transport by flow neural networks." Proceedings of Machine Learning Research 258 (January, 2025): 2872-2880. [abs]
- Purohit, V; Repasky, M; Lu, J; Qiu, Q; Xie, Y; Cheng, X. "Consistency Posterior Sampling for Diverse Image Synthesis." Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (January, 2025): 28327-28336. [doi] [abs]
Teaching (Spring 2026):