Sign * indicates corresponding authorship; sign ⁺ indicates co-first authorships.

My articles are also available on my Google Scholar profile.

Manuscripts

Single-Shot Differentially Private Vertical Federated Function-on-function Learning
Ding, Y., Costa, C., Si, B.^*
Pending Submission to IEEE Transactions on Privacy. [Code]

Scalable subclonal reconstruction of cancer cells in DNA sequencing data using a penalized likelihood model
Jiang, Y.⁺, Montierth, M. ⁺, Ding, Y., Yu, K., Tran, Q., Wu, A., Li, R., Ji, S., Liu, X.,Shin, S., Cao, S., Tang, Y., Lesluyes, T., Sood, A., Kimmel, M., Wang, J., Tarabichi, M., Zhu, H., VanLoo, P., Wang, W.^* [Code]

Published/Accepted

Federated function-on-function regression with an efficient gradient boosting algorithm for privacy-preserving telemedicine
Ding, Y., Costa, C., Si, B.^*
IEEE Transactions on Automation Science and Engineering. Accepted.[https://doi.org/10.1109/TASE.2026.3660098]
QCRE Best Student Paper Competition Finalist, IISE Montreal, 2024 [Code] [Video]

Boundary-Specific Remodeling Defines Divergent Tertiary Lymphoid Structure Maturation in Colorectal Cancer
Jahedi, A.*, Unal, M., Ding, Y., Nurmammadova, A., Liu, Y.
James P. Allison Institute 3rd Annual Scientific Symposium 2025, MD Anderson Cancer Center

A novel sparse generalized structural equation modeling with structured sparsity for subgroup discovery from multi-modal mixed-type data
Ding, Y., Somers, V., Si, B.^* (2025)
IISE Transactions, 1–15. [https://doi.org/10.1080/24725854.2024.2445776]

Statistical Machine Learning and Data Fusion Methodologies: Applications in Healthcare
Ding, Y.(2024)
Binghamton University. PhD Dissertation [Link]

Health screenings in college health centers: Variations in practice
Sutherland, M. A.^*, Hutchinson, M. K., Si, B., Ding, Y., Liebermann, E., Connolly, S. L., … Mueller, S. D. (2024)
Journal of American College Health, 1–8. [https://doi.org/10.1080/07448481.2024.2361307]

Student Health Services at Historically Black Colleges and Universities and Predominantly Black Institutions in the United States
Mueller, S. D. ^*, Sutherland, M. A., Hutchinson, M. K., Si, B., Ding, Y., Connolly, S. L. (2024)
Health Equity, 8(1), 226-234. [https://doi.org/10.1089/heq.2023.0219]

A novel sparse linear mixed model for multi-source mixed-frequency data fusion in telemedicine
Alramadeen, W., Ding, Y., Costa, C., Si, B. ^* (2023)
IISE Transactions on Healthcare Systems Engineering, 13(3), 215-225.[https://doi.org/10.1080/24725579.2023.2202877]
IISE Featured Article

A novel sparse model-based algorithm to cluster categorical data for improved health screening and public health promotion
Jiang, L., Ding, Y., Sutherland, M. A., Hutchinson, M. K., Zhang, C., Si, B. ^* (2022)
IISE Transactions on Healthcare Systems Engineering, 12(2), 137-149. [https://doi.org/10.1080/24725579.2021.1980467]

A general accelerated destructive degradation testing model for reliability analysis
Ding, Y., Yang, Q. ^*, King, C. B., Hong, Y. (2019)
IEEE Transactions on Reliability, 68(4), 1272-1282. [https://doi.org/10.1109/TR.2018.2883983]

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