Publications

Preprint

• SONATA: Disambiguated manifold alignment of single-cell data
  Han Zhou, Kai Cao, Yang Lu. bioRxiv, 2023.

Article

• A unified computational framework for single-cell data integration with optimal transport
  Kai Cao, Qiyu Gong, Yiguang Hong, Lin Wan. Nature Communications, 2022. (*co-first authors)
• Manifold alignment for heterogeneous single-cell multi-omics data integration using Pamona
  Kai Cao, Yiguang Hong, Lin Wan. Bioinformatics, 2022.
• Unsupervised Topological Alignment for Single-Cell Multi-Omics Integration
  Kai Cao, Xiangqi Bai, Yiguang Hong, Lin Wan. Bioinformatics, 2020. ISMB 2020 talk
• Class conditional distribution alignment for domain adaptation
  Kai Cao, Zhipeng Tu, Yang Ming. Control Theory and Technology, 2020.
• Learning implicit information in Bayesian games with knowledge transfer
  Guanpu Chen, Kai Cao, Yiguang Hong. Control Theory and Technology, 2020.
• Continuous-time distributed algorithms for solving linear algebraic equation
  Kai Cao, Xianlin Zeng, Yiguang Hong. Proceeding of the 36th Chinese Control Conference, IEEE, 2017.
• Computation of linear algebraic equations with solvability verification over multiagent networks
  Xianlin Zeng, Kai Cao. Kybernetika, 2017.