DEPARTMENT OF APPLIED MATHEMATICS 89 Email catherine.chunling.liu@polyu.edu.hk Qualification BSc (Huazhong Normal University) MSc (Wuhan University) PhD (The University of Hong Kong) ORCID ID 0000-0003-3410-445X Dr LIU Catherine Chunling Associate Professor Research Overview Dr Liu’s recent research interest focuses on Matrix/tensor data analysis and inference and Bayesian approach; her earlier research interest lies in survival functional/longitudinal data analysis. Dr Liu has long been involved in Biomedical and hydrology applications. Representative Publications • Zhong, C., Ma, Z., Zhang, X., & Liu, C. C. (2022). Robust Bayesian Non-segmental Detection of Multiple Change-points. arXiv preprint arXiv:2209.14995 • Zhang, X., Pang, Z., Guo, J., Welsh, A. H., & Liu, C. C. (2022). Modeling High-Dimensional Matrix-Variate Observations by Tensor Factorization. arXiv preprint arXiv:2209.14846 • Zhong, C., Shen, J., Yang, J., & Liu, C. (2022). Robust prediction of failure time through unified Bayesian analysis of nonparametric transformation models. arXiv preprint arXiv:2205.14504 • Zhang, X., Li, G., & Liu, C. C. (2022). Tucker tensor factor models for high-dimensional higher-order tensor observations. arXiv preprint arXiv:2206.02508 Professional Services • Guest-editor for the special Issue Biostatistics, the journal of Computational Statistics and Data Science, 2023 & 2018 • ICSA Youth Best Paper Award Committee, 2022 • Guest-AE in DATA SCIENCE for the special Issue Bayesian Inference and AI, Frontiers, 2022 • ICSA President Nomination Committee, 2019-2021 • Associate Editor, Statistics and Its Interface, 2019-present • Associate Editor, Computational Statistics and Data Analysis, 2016-present
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