Zixuan Cang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Grand Challenges

Virtual Screening

Top Venues

PLoS Comput. Biol.

Briefings Bioinform.

Publications

Tram Huynh, Zixuan Cang
Topological and geometric analysis of cell states in single-cell transcriptomic data. Briefings Bioinform. 25 (3) (2024)
Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin
AVIDA: An alternating method for visualizing and integrating data. J. Comput. Sci. 68 (2023)
Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin
AVIDA: Alternating method for Visualizing and Integrating Data. CoRR (2022)
Zixuan Cang, Qing Nie, Yanxiang Zhao
Supervised Optimal Transport. SIAM J. Appl. Math. 82 (5) (2022)
Zixuan Cang, Yangyang Wang, Qixuan Wang, Ken W. Y. Cho, William R. Holmes, Qing Nie
A multiscale model via single-cell transcriptomics reveals robust patterning mechanisms during early mammalian embryo development. PLoS Comput. Biol. 17 (3) (2021)
Zixuan Cang, Xinyi Ning, Annika Nie, Min Xu, Jing Zhang
Scan-IT: Domain segmentation of spatial transcriptomics images by graph neural network. BMVC (2021)
Zixuan Cang, Guo-Wei Wei
Persistent Cohomology for Data With Multicomponent Heterogeneous Information. SIAM J. Math. Data Sci. 2 (2) (2020)
Menglun Wang, Zixuan Cang, Guo-Wei Wei
A topology-based network tree for the prediction of protein-protein binding affinity changes following mutation. Nat. Mach. Intell. 2 (2) (2020)
Zixuan Cang, Elizabeth Munch, Guo-Wei Wei
Evolutionary homology on coupled dynamical systems with applications to protein flexibility analysis. J. Appl. Comput. Topol. 4 (4) (2020)
Duc Duy Nguyen, Zixuan Cang, Kedi Wu, Menglun Wang, Yin Cao, Guo-Wei Wei
Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges. J. Comput. Aided Mol. Des. 33 (1) (2019)
Zixuan Cang, Lin Mu, Guo-Wei Wei
Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screening. PLoS Comput. Biol. 14 (1) (2018)
Rundong Zhao, Zixuan Cang, Yiying Tong, Guo-Wei Wei
Protein pocket detection via convex hull surface evolution and associated Reeb graph. Bioinform. 34 (17) (2018)
Zixuan Cang, Guo-Wei Wei
Analysis and prediction of protein folding energy changes upon mutation by element specific persistent homology. Bioinform. 33 (22) (2017)
Zixuan Cang, Guo-Wei Wei
TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions. PLoS Comput. Biol. 13 (7) (2017)