1

Identification and estimation for matrix time series CP-factor models（已正式接收）

常晋源, 杜悦（学）, 黄光麟, Qiwei Yao

Annals of Statistics

2

Statistical inference for high-dimensional spectral density matrix

常晋源, Qing Jiang, Tucker S. McElroy, Xiaofeng Shao

Journal of the American Statistical Association

3

Bayesian penalized empirical likelihood and MCMC sampling

常晋源, Cheng Yong Tang, 朱元正

Journal of the Royal Statistical Society Series B

4

On the modeling and prediction of high-dimensional functional time series

常晋源, Qin Fang, Xinghao Qiao, Qiwei Yao

Journal of the American Statistical Association

5

A powerful transformation of quantitative responses for biobank-scale association studies（已正式接收）

刘耀午, Tianying Wang

Journal of the American Statistical Association

6

Fixed and random covariance regression analyses

Tao Zou, 兰伟, Runze Li, Chih-Ling Tsai

Annals of Statistics

7

Network varying coefficient model

Xinyan Fan, Kuangnan Fang, 兰伟, Chih-Ling Tsai

Journal of the American Statistical Association

8

Maximum conditional alpha test for conditional multi-factor models

张军（学）, 兰伟, Xinyan Fan, Wen Chen

Statistica Sinica

9

Temporal network influence model with application to the COVID-19 population flow network

张冬雪（学）, Long Feng, Yujia Wu, 兰伟, Jing Zhou

Annals of Applied Statistics

10

Supervised centrality via sparse network influence regression: An application to the 2021 Henan floods' social network

Yingying Ma, 兰伟, Chenlei Leng, Ting Li, Hansheng Wang

Annals of Applied Statistics

11

Reduced rank spatio-temporal models

蒲丹, Kuangnan Fang, 兰伟, Jihai Yu, Qingzhao Zhang

Journal of Business & Economic Statistics

12

High-dimensional-responses-assisted heterogeneous nodal influence analysis（已正式接收）

张冬雪（学）, 兰伟, Danyang Huang, Huazhen Lin

Statistica Sinica

13

TIME-FS: Joint learning of tensorial incomplete multi-view unsupervised feature selection and missing-view imputation

黄雁勇, 卢明慧（学）, Wei Huang, Xiuwen Yi, Tianrui Li

Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

14

Regime-specific return predictability（已正式接收）

谢昕伶, Yundong Tu

Journal of Business & Economic Statistics

15

Efficient learning of DAG structures in heavy-tailed data（已正式接收）

周玮, Xueqian Kang, Wei Zhong, Junhui Wang

Statistica Sinica

16

Risk-adjusted monitoring of online user-generated reviews via user preference learning（已正式接收）

梁巧, Jiapin Gao, Yu Qing

IISE Transactions

17

A simple and powerful method for large-scale composite null hypothesis testing with applications in mediation analysis

刘耀午

Biometrics

18

Adaptive topological similarity learning for incomplete multi-view unsupervised feature selection（已正式接收）

李可, Dongjie Wang, 周凡吟, Fengmao Lv, Tianrui Li, 黄雁勇

IEEE Transactions on Circuits and Systems for Video Technology

19

CENTAUR: Bridging the impossible trinity of privacy efficiencyand performance in privacy-preserving transformer inference

Jinglong Luo, Guanzhong Chen, Yehong Zhang, 刘史毓, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics

20

Dynamic dominance-based three-way decision approach in incomplete hybrid ordered data under variation of attribute values

Qianqian Huang, Jiayin Tan, 黄雁勇, Mengtian Cui

Applied Soft Computing

21

A dual-branch federated graph learning model with global graph structure information

Wei Huang, Chao Zhu, 黄雁勇, Jia Liu, Tianrui Li

Knowledge-based System

22

Tree-enhanced latent space models for two-mode networks（已正式接收）

蒲丹, Xinyan Fan, Kuangnan Fang

Journal of Computational & Graphical Statistics

23

Constructive preference elicitation for multi-criteria decision analysis using an estimate-then-select strategy

Qian Liang, Zhen Zhang, 苏应生

Information Fusion

24

Environmental attention and the predictability of crude oil volatility: Evidence from a new MIDAS multifractal model

董鑫（学）, 龚金国, Qin Wang

Energy Economics

25

Optimal sparse sliced inverse regression via random projection（已正式接收）

张佳, Runxiong Wu, Xin Chen

Journal of Computational & Graphical Statistics

26

Community influence analysis in social networks

Yuanxing Chen, Kuangnan Fang, 兰伟, Chih-Ling Tsai, Qingzhao Zhang

Computational Statistics & Data Analysis

27

Structured covariance matrix estimation under volatility constraint

伍勇强(学), 张军(学), 兰伟

Finance Research Letters

28

Factor-based higher-order moment portfolio optimization

黄光麟, Wanbo Lu

Finance Research Letters

29

Adaptive context-infused performance evaluator for iterative feature space optimization

Yanping Wu, 黄雁勇, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang

Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025)

30

A multifacet hierarchical sentiment-topic model with application to multi-brand online review analysis

梁巧, Xinwei Deng

Statistics and Computing

31

Mutual fund style drift measured using higher moments and its incentive of flow

Peng Wang, Qi Cheng, 杨冬

The North American Journal of Economics and Finance

32

Test for the mean of high-dimensional functional time series

杨麟, Zhenhui Feng, Qing Jiang

Computational Statistics & Data Analysis

33

考虑顾客异质性的长租公寓动态定价及租赁模式研究

叶蓓蓓, 苏应生, 吴江, 王旻轲

中国管理科学

34

基于可加逻辑回归的二元内生处理效应估计及其应用

高扬, 周玮, 钟威

统计研究

35

Applying machine learning for perioperative adverse event prediction - a narrative review toward better clinical efficacy and usability

Xuechao Hao, Yaqiang Wang, 李可, Tao Zhu, Vitaly Herasevich

Anesthesiology and Perioperative Science

36

On the power of adaptive weighted aggregation in heterogeneous federated learning and beyond

Dun Zeng, Zenglin Xu, 刘史毓, Yu Pan, Qifan Wang, Xiaoying Tang

Proceedings of the 28 the International Conference on Artificial Intelligence and Statistics

专著

金融强国：绿色供应链低碳策略与金融风险决策研究

苏应生, 鲁万波, 张红历

西南财经大学出版社