Publications

论文发表情况：

   截至目前，已发表（含接受）SCI或SSCI学术论文以及会议论文 30余篇，包括统计学国际顶尖期刊Journal of the American Statistical Association，计量经济学顶级期刊Journal of Business & Economic Statistics，其他成果发表在统计学国际权威期刊Statistica Sinica、Statistics and Computing、Scandinavian Journal of Statistics、Journal of Multivariate Analysis、Computational Statistics & Data Analysis、Electronic Journal of Statistic、TEST；工程应用权威期刊IEEE Transactions on Geoscience and Remote Sensing和 International Journal of Remote Sensing；经济学权威期刊 Economics Letters 和Economic Modelling等，以及计算机顶级会议NeurIPS的Spotlight论文。

 

代表性论文：（其中#表示共同一作，*表示通讯作者）

  1. Jiarong Ding and Xuehu Zhu*. AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis, (2023). Thirty-seventh Conference on Neural Information Processing Systems, (spotlight).
  2. Xuehu Zhu, Jian Guo, Xu Guo, Lixing Zhu* and Jiaseng Zheng. Bandwidth selection for large covariance and precision matrices, Statistica Sinica, (2023), accepted.
  3. Xuehu Zhu, Luoyao Yu, Jiaqi Huang, Junmin Liu and Lixing Zhu. Moment deviation subspaces of dimension reduction for high-dimensional data with change structure, Statistica Sinica, (2023), accepted.
  4. Lingzhu Li#, Xuehu Zhu#, and Lixing Zhu. Adaptive-to-model hybrid of tests for regressions, Journal of the American Statistical Association (2023), 118 (541), 514-523.
  5. Xuehu Zhu, Qiming Zhang, Jun Zhang, Lixing Zhu*， and Luoyao Yu. Specification testing of regression models with mixed discrete and continuous predictors, (2022). Journal of Business & Economic Statistics, accepted.
  6. Wenbiao Zhao, Xuehu Zhu, and Lixing Zhu*. Detecting multiple change points: the PULSE criterion, Statistics Sinica, (2021), 33, 431-451.
  7. Junmin Liu, Shuai Yuan, Xuehu Zhu*, Yifan Huang, and Qian Zhao. Nonnegative matrix factorization with entropy regularization for hyperspectral unmixing, International Journal of Remote Sensing, (2021), 42, 6359-6390.
  8. Xuehu Zhu, Jun Lu, Jun Zhang, and Lixing Zhu*. Testing for conditional independence: a groupwise dimension reduction-based adaptive-to-model approach, Scandinavian Journal of Statistics, (2021), 48, 549-405.
  9. Xuehu Zhu, Guo Xu, Tao Wang, and Lixing Zhu*. Dimensionality determination: a thresholding double ridge ratio criterion, Computational Statistics & Data Analysis, (2020), 146, 106910.
  10. Xuehu Zhu, Yue Kang and Junmin Liu*. Estimation of virtual dimensionality via thresholding ridge ratio criterion, IEEE Transactions on Geoscience and Remote Sensing, (2020), 58(1), 637-649.
  11. Xuehu Zhu and Lixing Zhu*. Dimension reduction-based significance testing in nonparametric regression, Electronic Journal of Statistic, (2018), 12, 1468-1506.
  12. Falong Tan, Xuehu Zhu, and Lixing Zhu*. A projection-based adaptive-to-model test for regressions, Statistics Sinica, (2018), 28, 157-188.
  13. Xuehu Zhu, Tao Wang, Junlong Zhao, and Lixing Zhu*. Inference for biased transformation models, Computational Statistics & Data Analysis, (2017), 109, 105-120.
  14. Xuehu Zhu, Xu Guo, and Lixing Zhu*. An adaptive-to-model test for partially parametric single-index models, Statistics and Computing, (2017), 107, 105-120.
  15. Xuehu Zhu, Fei Chen, Xu Guo, and Lixing Zhu*. Heteroscedasticity testing for regression models: A dimension reduction-based model adaptive approach, Computational Statistics & Data Analysis, (2016), 103, 263-283.
  16. Xuehu Zhu, Xu Guo, Lu Lin, and Lixing Zhu*. Heteroscedasticity checks for single index models, Journal of Multivariate Analysis, (2015), 136, 41-55.