Research

Publications and Preprints (# for co-first authorship, * for corresponding authorship) 

1. Han, Y., Zou, C., Jiang, B., Kong, L.* (2025). ''Differentially private one-shot model-free screening with FDR control''. Journal of the American Statistical Association, invited revision submitted.

2. Wang, K., Chen,Y., Han, Y., Xu, W.*, and Kong, L.* (2026). ''Adaptive selection for false discovery rate control leveraging symmetry''. Journal of the American Statistical Association, 151(553), 360-372. Code.

3. Han, Y., Zou, C., Kong, L.*, and Jiang, B.*(2026). "PRISE: Private model-free selection with false discovery control". under review. 

4. Yang, Z.#, Han, Y.#, Qiang, C.#, Li, L., Sang, P.*, Jiang, B., and Kong, L.*(2026). "Medical classification from statisticians' perspectives: interpretable models, black-box learners, and foundation models". under review.

5. Kong, J.#, Han, Y.#, Zhang, C., Zhang, W., Kong, L., Yang, G.*, and Jiang, B.*(2026). "Response-powered localized conformal prediction". under review.

6. Slessor, J.#, Han, Y.#, Hu, R., Tang, W., Kong, L., and Jiang, B.*(2026). "OptAPI: Optimally active powered inference under label budget". under review.

7. Yang, Z., Sang, P., Han, Y., Jiang, B., Kong, L.*, and Zhou, X*.(2026). "Personalized treatment design in the context of functional confounding". Biometrics, 82(2). 

8. Wei, H.#, Lei, X.#, Han, Y.#, and Zhang, H.* (2026). ''High-dimensional inference and FDR control for simulated Markov random fields''. Statistics and Its Interface, 19, 369-391. ArXiv 

9. Han, Y., Yu, J., Zhang, N., Meng, C., Zhong, W., Ma, P.*, and Zou, C. (2025). ''Leverage classifier: another look at support vector machine''. Statistica Sinica, 35, 1605-1625.  Code 

10. Zhang, C., Han, Y., Wang, Y., Yan, X., Kong, L., Li, T.*, and Jiang, B.* (2025). ''Differentially private analysis for binary response models: optimality, estimation, and inference''. The International Conference on Machine Learning (ICML, Acceptance rate: 26.9%). 

11. Han, Y., Guo, X.*, and Zou, C. (2025). ''Model-free controlled variable selection via data splitting''. Science China Mathematics - in Chinese, 55(8), 1567-1592. ArXiv 

12. Han, Y., Ma, P., Ren, H., and Wang, Z.* (2023). ''Model checking in large-scale dataset via structure-adaptive-sampling''. Statistica Sinica, 33, 303-329.  Code Supp  . 

13. Han, Y., Wang, Y., and Wang, Z.* (2023). ''A spatially adaptive large-scale multiple testing procedure''. Stat, e565. 

Review for Journals and Conferences

I serve as an anonymous reviewer for international journals and conferences, including:

• Journal of the American Statistical Association, Journal of the Royal Statistical Society Series B, Statistica Sinica, Journal of Computational and Graphical Statistics, Statistics and Its Interface, Data Science in Science.

• ICML, NeurIPS.

• Information Sciences.