Papers

[*: Equal contribution]

• He, Y.*, Sun, J.*, Tian, Y.*, Ying, Z., Feng, Y. (2025). Semiparametric Modeling and Analysis for Longitudinal Network Data. The Annals of Statistics, 53(4), 1406-1430. [paper] [codes]

• Tian, Y., Sun, J., He, Y. (2024). Efficient Analysis of Latent Spaces in Heterogeneous Networks. Submitted. arXiv:2412.02151. [paper]

• Huang, Z., Sun, J., Huang, Y. (2024). Quasi-Monte Carlo Random Features for Kernel Approximation. International Conference on Machine Learning (ICML 2024). [paper]

[selected as Spotlight (top 3.5%) paper at ICML 2024]

• Huang, S.*, Sun, J.*, Feng, Y. (2024). PCABM: Pairwise Covariates-Adjusted Block Model for Community Detection. Journal of the American Statistical Association,119(547):2092–2104. [paper] [codes]
  [received the Best Poster Award at the 2022 Workshop on Statistical Network Analysis & Beyond (SNAB2022).]