Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction. - Haolun Shi; Yuping Yang; Liangliang Wang; Da Ma; Mirza Faisal Beg; Jian Pei 001; Jiguo Cao (J. Comput. Graph. Stat., 2022)

Cost-Sensitive Learning for Medical Insurance Fraud Detection With Temporal Information. - Haolun Shi; Mohammad A. Tayebi; Jian Pei 001; Jiguo Cao (IEEE Trans. Knowl. Data Eng., 2023)

Dynamic Survival Prediction Using Sparse Longitudinal Images via Multi-Dimensional Functional Principal Component Analysis. - Haolun Shi; Shu Jiang; Da Ma; Mirza Faisal Beg; Jiguo Cao (J. Comput. Graph. Stat., 2024)

Optimal subsampling for generalized additive models on large-scale datasets. - Lili Li; Bingfan Liu; Xiaodi Liu; Haolun Shi; Jiguo Cao (Stat. Comput., 2025)

Function-on-function regression models with nonlinear dynamic effect and linear concurrent effect. - Shifan Jia; Haolun Shi; Tianyu Guan (Stat. Comput., 2025)