杨青，副教授，博士生导师。本科毕业于北京师范大学数学科学学院统计专业，博士毕业于新加坡南洋理工大学，后在南洋理工大学和美国普渡大学从事博士后工作，加入中科大前在普渡大学担任访问助理教授。目前感兴趣方向包括高维统计推断、大维随机矩阵等。入选中科院率先行动引才计划B类、中国科协青年人才托举工程、安徽省引才计划青年项目。

. Weighted statistic in detecting faint and sparse alternatives for high-dimensional covariance matrices (with Pan, G. M.). Journal of the American Statistical Association, 112(517), 188-200, 2017. 

. Estimating a change point in a sequence of very high-dimensional covariance matrices (with Dette, H. and Pan, G. M.). Journal of the American Statistical Association, 117(537), 444-454, 2022. 

 . Universal rank inference via residual subsampling with application to large networks (with Han, X. and Fan, Y. Y.). The Annals of Statistics, 51(3), 1109-1133, 2023.

. Generalized linear spectral statistics of high-dimensional sample covariance matrices and its applications (with Hu, Y. L. and Han, X.). Accepted by The Annals of Statistics, 2025.

 . Power Iteration for Tensor PCA (with Huang, J., Huang D. Z. and Cheng, G.).  Journal of Machine Learning Research, 23(128), 1-47, 2022.

 . Individual-centered Partial Information in Social Networks (with Han, X., Y.X.Rachel Wang and Tong, X.).  Journal of Machine Learning Research, 25(230), 1-60, 2024.

. Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel (with Li, X. C. and Han, X.). International Conference on Machine Learning (ICML), 2025.

. Co-clustering Analysis of Multi-layer Directed Networks: A Spectral Approach (with Li, X. C.). Accepted by Australian & New Zealand Journal of Statistics, 2025.

. SFQRA: Scaled Factor-augmented Quantile Regression with Aggregation in Conditional Mean Forecasting (with Shu, L., Hao, Y. and Chen, Y.). Journal of Multivariate Analysis, 207, 105405, 2025.

. Inference of Community Numbers in Partial Networks (with Zhu, X. Y. and Han, X.). Accepted by Statistica Sinica, 2025.

. Strong convergence of the empirical spectral distribution of a unified matrix model (with Li, X. C. and Han, X.). Random Matrices: Theory and Applications, 14(1), 1-17, 2025.

 . Qing Yang and Xin Tong's contribution to the Discussion of  'Root and community inference on the latent growth process of a network' by Crane and Xu (with Tong, X.). Journal of the Royal Statistical Society Series B-Statistical Methodology, 86(4): 881-882, 2024.

 . Discussion on "Covariate-assisted ranking and screening for large-scale two-sample inference'' (with Cheng, G.). Journal of the Royal Statistical Society: Series B (Statistical Methodology), 81(2), 228-230, 2019.

 . A unified matrix model including both CCA and F matrices in multivariate analysis: the largest eigenvalue and its applications (with Han, X. and Pan, G. M.). Bernoulli, 24 (4B), 3447-3468, 2018.

 . On high-dimensional change point problem (with Jin, B. S., Pan, G. M. and Zhou, W.). Science China Mathematics (invited paper), 59 (12), 2355-2378, 2016.

 . Large dimensional empirical likelihood (with Chen, B. B., Pan, G. M. and Zhou, W.). Statistica Sinica, 25, 1659-1677, 2015.