Min Xu
Assistant Professor, Computational Biology Department, Co-Director, MS in Computational Biology Program
Address:
Gates Hillman Center 7709
Titas Chakraborty
Research Assistant (MLD, MSML)
Ali Dabouei
Abhinand Jha
Research Assistant (ECE)
Shirley Kokane
Research Assistant (ECE)
Mostofa Rafid Uddin
Ph.D. Student
Highlighted Publications
Gupta T, He X, Uddin M, Zeng X, Zhou A, Zhang J, Freyberg, Xu M. Self-supervised learning for macromolecular structure classification based on cryo-electron tomograms. Frontiers in Physiology.
Zeng X, Lin Z, Uddin M, Zhou B, Cheng C, Zhang J, Freyberg, Xu M. Structure Detection in Three-Dimensional Cellular Cryoelectron Tomograms by Reconstructing Two-Dimensional Annotated Tilt Series. Journal of Computational Biology.
Zhu H, Wang C, Wang Y, Fan Z, Uddin M, Gao X, Zhang J, Zeng X, Xu M. Unsupervised multi-task learning for 3d subtomogram image alignment, clustering and segmentation. 2022 IEEE International Conference on Image Processing (ICIP)
Uddin M, Howe G, Zeng X, Xu M. Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content from Parameterized Transformations. IEEE conference on computer vision and pattern recognition (CVPR 2022).
Wang T, Li X, Yang P, Hu G, Zeng X, Huang S, Xu C, Xu M. Boosting Active Learning via Improving Test Performance. AAAI Conference on Artificial Intelligence. (AAAI 2022)
Cang Z, Ning X, Nie A, Xu M, Zhang J. Scan-IT: Domain segmentation of spatial transcriptomics images by graph neural network. British Machine Vision Conference (BMVC 2021).