工作经历

2022.08至今，中国人民大学统计学院，教授

2016.08-2022.08，中国人民大学统计学院，副教授

2012.09-2016.08，中国人民大学统计学院，讲师

 

研究方向

经济统计、数字经济、人工智能

 

科研发表

1. Communication-Efficient and Distributed-Oracle Estimation for High-Dimensional Quantile Regression, AOS 2025

2. Bagged Regularized k-Distances for Anomaly Detection, JMLR 2025

3. A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior，IEEE-TSP 2025

4. Pedestrian Volume Prediction Using a Diffusion Convolutional Gated Recurrent Unit Model with Dynamic Time Warping，JABES 2025

5. A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior，IEEE T-SP 2025

6. Pedestrian Volume Prediction Using a Diffusion Convolutional Gated Recurrent Unit Model with Dynamic Time Warping，JABES 2025

7. Locally Private Estimation with Public Features，AISTATS 2025

8. ALTER: Augmentation for Large-Table-Based Reasoning， NAACL 2025

9. 产业链供应链安全视角下的双循环新发展格局构建——基于开放宏观模型的研究，国际金融研究 2024

10. 投资者结构、流动性风险与基金业绩，统计研究 2024

11. Optimal Locally Private Nonparametric Classification with Public Data，JMLR 2024

12. Better Locally Private Sparse Estimation Given Multiple Samples Per User，ICML 2024

13. 市场会奖励数字化转型的“行胜于言”吗？南开管理评论 2024

14. Does the risk spillover in global financial markets intensify during major public health emergencies? Evidence from the COVID-19 crisis，Pacific-Basin Finance Journal 2024

15. Decision Tree for Locally Private Estimation with Public Data，NeurIPS 2023

16. Extrapolated random tree for regression，ICML 2023

17. Dynamics of the gas retail market under China's price cap regulation, Energy Policy 2023

18. MTRec: Multi-Task Learning over BERT for News Recommendation，ACL 2022

19. Under-bagging Nearest Neighbors for Imbalanced Classification, JMLR 2022

20. Exploring Coarse-grained Pre-guided Attention to Assist Fine-grained Attention Reinforcement Learning Agents, IJCNN 2022

21. 基于即时预测方法的中间投入估算，统计研究 2022

22. Linguistic Specificity and Stock Price Synchronicity, China Journal of Accounting Research 2022

23. Allies or rivals? Spatial price competition in the Chinese retail gasoline market of inner Mongolia, Spatial Economic Analysis 2022

24. 跨境资本流动宏观审慎政策防范输入性金融风险机制研究, 经济学家 2022

教学课程

1. 本科课程：投资学

2. 研究生课程：大数据分析统计建模、现代统计理论与方法选讲

 

其他

毕业生去向：

2025年

博士毕业生：中信证券 宏观研究员

硕士毕业生：中国农业发展银行总行 管培、微信 算法岗