Publications

You can also find my latest articles on my Google Scholar profile.

Published

• Haoran Lu, Huimin Cheng, Ye Wang, Yaoguo Xie, Huan Yan, Xindong Wang, Ping Ma, Wenxuan Zhong (2025). Mortgage Prepayment Modeling via a Smoothing Spline State Space Model. Journal of Data Science, in press.
• Tao Wang, Yanjun Yang, Haoran Lu, Jiaheng Cui, Ping Ma, Wenxuan Zhong, Yiping Zhao (2025). Functional Regression for SERS Spectrum Transformation Across Diverse Instruments. Analyst, in press. (Cover Page)
• Ping Ma, Yongkai Chen, Haoran Lu, Wenxuan Zhong (2024). Bisection Grover’s Search Algorithm and Its Application in Analyzing CITE-seq Data. Journal of American Statistical Association, 1–12.
• Yufang Liu, Yongkai Chen, Haoran Lu, Wenxuan Zhong, Guocheng Yuan, Ping Ma (2024). Orthogonal multimodality integration and clustering in single-cell data. BMC bioinformatics, 25(1), 164.
• Shengji Jia, Chunming Zhang, Haoran Lu (2022). Covariance function versus covariance matrix estimation in efficient semi-parametric regression for longitudinal data analysis. Journal of Multivariate Analysis, 187, 104900.

Preprints

• Ehsan Latif, Yifan Zhou, Shuchen Guo, Yizhu Gao, Lehong Shi, Matthew Nayaaba, Gyeonggeon Lee, Liang Zhang, Arne Bewersdorff, Luyang Fang, Xiantong Yang, Huaqin Zhao, Hanqi Jiang, Haoran Lu, Jiaxi Li, Jichao Yu, Weihang You, Zhengliang Liu, Vincent Shung Liu, Hui Wang, Zihao Wu, Jin Lu, Fei Dou, Ping Ma, Ninghao Liu, Tianming Liu, Xiaoming Zhai (2024). A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education, arXiv.