Jinhui Xu

PhD

Jinhui Xu.

Jinhui Xu

PhD

Jinhui Xu

PhD

Research Topics

Algorithms; computational geometry; machine learning; differential privacy; geometric computing in deep learning and biomedical applications

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Research Areas

  • Algorithms and Complexity
    1/17/23
    Computer science theory assesses which problems are possible and feasible to solve through theories of computability, undecidability, complexity, reducibility, and approximability.
  • Artificial Intelligence and Machine Learning and Data Mining
    1/26/23
    Artificial Intelligence (AI) researchers now predict that computers will be able to perform tasks that were once considered the prerogative of human beings.
  • Computational Biology and Bioinformatics
    1/17/23
    Focuses on developing highly efficient algorithms and techniques for a wide range of problems (such as automatic analysis of biomedical images, computer-assisted diagnosis, treatment planning, protein-protein interaction network analysis, protein structure prediction, computational analysis and interpretation of Genomes, evolutionary studies of Genomic ORFans, and spatial positioning patterns of the cell nucleus) arising in smart hospital, smart healthcare, precision medicine, genomics, proteomics, and microarray analysis.