Zixuan Cang

17 papers A 1Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
OTMol: Robust Molecular Structure Comparison via Optimal Transport.
J. Chem. Inf. Model.
Xiaoqi Wei, Xuhang Dai, Yaqi Wu, Yanxiang Zhao, Yingkai Zhang, Zixuan Cang
2025 J jnl
Supervised Gromov-Wasserstein Optimal Transport with Metric-Preserving Constraints.
SIAM J. Math. Data Sci.
Zixuan Cang, Yaqi Wu, Yanxiang Zhao
2025 J jnl
Synchronized Optimal Transport for Joint Modeling of Dynamics Across Multiple Spaces.
SIAM J. Appl. Math.
Zixuan Cang, Yanxiang Zhao
2024 J jnl
Topological and geometric analysis of cell states in single-cell transcriptomic data.
Briefings Bioinform.
Tram Huynh, Zixuan Cang
2023 J jnl
AVIDA: An alternating method for visualizing and integrating data.
J. Comput. Sci.
Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin
2022 J jnl
AVIDA: Alternating method for Visualizing and Integrating Data.
CoRR
Kathryn Dover, Zixuan Cang, Anna Ma, Qing Nie, Roman Vershynin
2022 J jnl
Supervised Optimal Transport.
SIAM J. Appl. Math.
Zixuan Cang, Qing Nie, Yanxiang Zhao
2021 J jnl
A multiscale model via single-cell transcriptomics reveals robust patterning mechanisms during early mammalian embryo development.
PLoS Comput. Biol.
Zixuan Cang, Yangyang Wang, Qixuan Wang, Ken W. Y. Cho, William R. Holmes, Qing Nie
2021 A conf
Scan-IT: Domain segmentation of spatial transcriptomics images by graph neural network.
BMVC
Zixuan Cang, Xinyi Ning, Annika Nie, Min Xu, Jing Zhang
2020 J jnl
A topology-based network tree for the prediction of protein-protein binding affinity changes following mutation.
Nat. Mach. Intell.
Menglun Wang, Zixuan Cang, Guo-Wei Wei
2020 J jnl
Evolutionary homology on coupled dynamical systems with applications to protein flexibility analysis.
J. Appl. Comput. Topol.
Zixuan Cang, Elizabeth Munch, Guo-Wei Wei
2020 J jnl
Persistent Cohomology for Data With Multicomponent Heterogeneous Information.
SIAM J. Math. Data Sci.
Zixuan Cang, Guo-Wei Wei
2019 J jnl
Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges.
J. Comput. Aided Mol. Des.
Duc Duy Nguyen, Zixuan Cang, Kedi Wu, Menglun Wang, Yin Cao, Guo-Wei Wei
2018 J jnl
Protein pocket detection via convex hull surface evolution and associated Reeb graph.
Bioinform.
Rundong Zhao, Zixuan Cang, Yiying Tong, Guo-Wei Wei
2018 J jnl
Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screening.
PLoS Comput. Biol.
Zixuan Cang, Lin Mu, Guo-Wei Wei
2017 J jnl
Analysis and prediction of protein folding energy changes upon mutation by element specific persistent homology.
Bioinform.
Zixuan Cang, Guo-Wei Wei
2017 J jnl
TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions.
PLoS Comput. Biol.
Zixuan Cang, Guo-Wei Wei