1

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

（已正式接收）

常晋源, Qin Fang, Xinghao Qiao, Qiwei Yao

Journal of the American Statistical Association

2

Statistical inferences for complex dependence of multimodal imaging data

常晋源, 何婧, Jian Kang, 吴明聪

Journal of the American Statistical Association

3

Edge differentially private estimation in the β-model via jittering and method of moments

常晋源, 胡桥（学）, Eric D. Kolaczyk, Qiwei Yao, Fengting Yi

Annals of Statistics

4

Ensemble methods for testing a global null

刘耀午, Zhonghua Liu, Xihong Lin

Journal of the Royal Statistical Society Series B

5

Optimal covariance matrix estimation for high-dimensional noise in high-frequency data

常晋源, 胡桥（学）, Cheng Liu, Cheng Yong Tang

Journal of Econometrics

6

An autocovariance-based learning framework for high-dimensional functional time series

常晋源, 陈骋, Xinghao Qiao, Qiwei Yao

Journal of Econometrics

7

Central limit theorems for high dimensional dependent data

常晋源，Xiaohui Chen, 吴明聪

Bernoulli

8

Modeling and monitoring multilayer attributed weighted directed networks via a generative model

Hao Wu, 梁巧, Kaibo Wang

IISE Transactions

9

Tree-based data filtering for online user-generated reviews

梁巧

IISE Transactions

10

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data

黄雁勇, 沈宗鑫（学）, Tianrui Li, Fengmao Lv

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24)

11

Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction

Dekang Qi, Xiuwen Yi, Chengjie Guo, 黄雁勇, Junbo Zhang, Tianrui Li, Yu Zheng

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

12

Sufficient dimension reduction for classification

Xin Chen, Jingjing Wu, Zhigang Yao, 张佳

Statistica Sinica

13

Reduced Rank Spatio-temporal Models

（已正式接收）

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

Journal of Business & Economic Statistics

14

Multivariate spatiotemporal models with low rank coefficient matrix

（已正式接收）

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

Journal of Econometrics

15

Maximum-Subsampling Test of Equal Predictive Ability

兰伟, 雷博（学）, Long Feng , Chih-Ling Tsai

Journal of Business & Economic Statistics

16

Spatial autoregressive models with generalized spatial disturbances

Kuangnan Fang 兰伟, 蒲丹, Qingzhao Zhang

Statistica Sinica

17

Bipartite network influence analysis of a two-mode network

Yujia Wu, 兰伟, Xinyan Fan, Kuangnan Fang

Journal of Econometrics

18

Mutual influence regression model

Xinyan Fan, 兰伟, Tao Zou, Chih-Ling Tsai

Statistica Sinica

19

Covariance model with general linear structure and divergent parameters

Xinyan Fan, 兰伟, Tao Zou, Chih-Ling Tsai

Journal of Business & Economic Statistics

20

Measuring systemic risk contribution: A higher-order moment augmented approach

Peiwen Wang, 黄光麟

Finance Research Letters

21

Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans

Junlin Fang, Wenya Wang, Tianze Luo, 黄雁勇, Fengmao Lv

The 33rd ACM conference on information and knowledge management

22

A simple machine learning model for the prediction of acute kidney injury following noncardiac surgery in geriatric patients: a prospective cohort study

Xiran Peng, Tao Zhu, Qixu Chen, Yuewen Zhang, Ruihao Zhou, 李可(共同通讯), Xuechao Hao(共同通讯)

BMC Geriatrics

23

High-dimensional sparse single–index regression via Hilbert–Schmidt independence criterion

Xin Chen, Chang Deng, Shuaida He, Runxiong Wu, 张佳

Statistics and Computing

24

Generalized latent space model for one-mode networks with awareness of two-mode networks

Xinyan Fan, Kuangnan Fang, 蒲丹, Ruixuan Qin

Computational Statistics and Data Analysis

25

Modeling dynamic higher-order comoments for portfolio selection based on copula approach

Yanfeng Wang,

Rui Ke, 杨冬

International Review of Economics & Finance

26

Robust meta gradient learning for high-dimensional data with noisy-label ignorance

刘奔, Yu Lin

Plos One

27

Test for the mean of high-dimensional functional time series

（已正式接收）

杨麟, Zhenhui Feng, Qing Jiang

Computational Statistics and Data Analysis

28

Telehealth-supported exercise/physical activity programs for knee osteoarthritis: A systematic review and meta-analysis

Xiao-Na Xiang, Ze-Zhang Wang, Jing Hu, Jiang-Yin Zhang, 李可etc.

Journal of Medical Internet Research