2025年数据科学研究中心期刊论文一览表
作者:
时间:2026-01-08
阅读量:278次

论文名称

作者

期刊名称

Ranking and Selection in Large-Scale Inference of Heteroscedastic Units

Gang, Bowen, Fu, Luella, James, Gareth, and Sun, Wenguang

Annals of Applied Statistics

Locally Adaptive Structural Learning Algorithms for Large-Scale Multiple Testing

Liang, Ziyi, Cai, T. Tony, Sun, Wenguang, and Xia, Yin

Statistica Sinica

Transfer Learning For Empirical Bayes Estimation: A Nonparametric Integrative Tweedie Approach

Luo, Jiajun, Banerjee, Trambak, Mukherjee, Gourab, and Sun, Wenguang

Statistica Sinica

Robust Online Conformal Prediction under Uniform Label Noise

Xi, Huajun, Liu, Kangdao, Zeng, Hao, Sun, Wenguang, and Wei, Hongxin

NeurIPS

A heteroscedasticity-robust overidentifying restriction test with high-dimensional covariates

Q Fan, Z Guo, Z Mei

Journal of Business & Economic Statistics

Identification and inference with invalid instruments

H Kang, Z Guo, Z Liu, D Small

Annual review of statistics and its application

Spectral deconfounding for high-dimensional sparse additive models

C Scheidegger, Z Guo, P Bühlmann

ACM/IMS Journal of Data Science

Robust inference for federated meta-learning

Z Guo, X Li, L Han, T Cai

Journal of the American Statistical Association

Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation

Z Wang, P Bühlmann, Z Guo

The Annals of Statistics

Global, Regional, and National Characteristics of the Main Causes of Increased Disease Burden due to the COVID-19 Pandemic: Time-series Modeling Analysis of Global Burden of Disease Study 2021

Chen, C.*, Zhou, W.*, Cui, Y.*, et al.

BMJ

A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning

Zhao, P., Cui, Y.

Biometrika

Exploring causal effects of hormone- and radio-treatments in an observational study of breast cancer using copula-based semi-competing risks models

Yu, T., Peng, M., Cui, Y., Chen, E., Chen, C

Statistics in Medicine

Neural Estimation of Treatment Bridge Functions for Proximal Causal Inference

Zhang, B., Shen, T., Cui, Y.

Statistical Analysis and Data Mining

Partial causal identification for right censored data with noncompliance

Bai, Y., Cui, Y.

Journal of Nonparametric Statistics

Demystifying inferential models and confidence curves: A fiducial perspective

Cui, Y., Hannig, J

Statistical Science

Predictors of HIV seroconversion in Botswana: machine learning analysis in a representative, population-based HIV incidence cohort

Cui, Y.*, Moyo, S.*, et al.

AIDS

A pleiotropic regulator AtrA undergoes liquid-liquid phase separation in reulating quorum sensing

B. Ma#, X. Hu#, C. Sun#, …, H. Jiang*, Q. Zhao*, X. Mao*

Science Bulletin

Regularized estimation of Matrix-variate autoregressive models

H. Jiang, B. Shen, Y. Li, Z. Gao*

Statistica Sinica

Reference-informed evaluation of batch correction for single-cell omics data with overcorrection awareness

X. Hu#, H. Li#, M. Chen, J. Qian*, H. Jiang*

Communications Biology

Some theory about efficient dimension reduction regarding the interaction between two responses

Wei Luo

The Annals of Statistics

A unified generalization of the inverse regression methods via column selection

Yin Jin and Wei Luo*

Journal of the Royal Statistical Society Series B: Statistical Methodology

Adjusting inverse regression for predictors with clustered distribution

Wei Luo* and Yan Guo

Electronic Journal of Statistics

Gradient Purification: Defense Against Data Poisoning Attack in Decentralized Federated Learning

Bin Li, Xiaoye Miao, Yan Zhang, and Jianwei Yin

Frontiers of Computer Science (FCS)

基于深度学习的不完整时序数据补全方法综述

周立,吴洋洋,苗晓晔

计算机研究与发展 (CRAD)

Cost-Aware Prediction Service Pricing with Incomplete Information

Huanhuan Peng, Xiaoye Miao, Jinshan Zhang, Yunjun Gao, Shuiguang Deng, and Jianwei Yin

The VLDB Journal (VLDBJ)

Author's Reply: Critical Limitations in Systematic Reviews of Large Language Models in Health Care

Andre Python, HongYi Li, Jun-Fen Fu

Journal of Medical Internet Research

Geographical variation drives adaptive equilibrium of the P. falciparum sickle-associated mutations

Andre Python, Annie J Forster, Peter Todd, et al.

bioRxiv

Implementing large language models in health care: clinician-focused review with interactive guideline

HongYi Li, Jun-Fen Fu, Andre Python

Journal of medical Internet research

Mapping tuberculosis prevalence in Africa using a Bayesian geospatial analysis

Alemneh Mekuriaw Liyew, Eyob Alemayehu Gebreyohannes, Andre Python, et al.

Communications Medicine

GeoDaedalus: Automatic Geoscience Dataset Construction

Anzhou Li, Zhenyuan Chen, Kewei Zhou, …, Andre Python, Sensen Wu, Zhenhong Du

EGU25

Emergent constraints on global soil moisture projections under climate change

Lei Yao, Guoyong Leng, Linfei Yu, Hongyi Li, Qiuhong Tang, Andre Python, et al.

Communications Earth & Environment

Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm

Xia, X. and Zhang, L, and Cai, Z.

Journal of the American Statistical Association

Estimation for Nearest Neighbor Imputed Survey Data

Xia, X. and Zhang, X. and Fuller, WA

Journal of Survey Statistics and Methodology