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Qiwei Yao

London School of Economics and Political Science

H指数:36

被引数:5,996

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CP-factorization for high-dimensional tensor time series and double projection iterations

高维张量时间序列的CP分解与双重投影迭代

Journal of the Royal Statistical Society Series B: Statistical Methodology

IF0

2026-09-170

PRE

Spatio-temporal autoregressions for high dimensional matrix-valued time series

高维矩阵值时间序列的空间-时间自回归

Journal of Econometrics

IF4

2026-09-010

OAAI

Thermal-flow field prediction in energy-equipment components using a physics-guided conditional diffusion framework: validation on compressor mufflers

基于物理引导条件扩散框架的能量设备组件热流场预测：压缩机消声器的验证

International Communications in Heat and Mass Transfer

IF6.4

2026-09-010

PRE

Weight-Calibrated Estimation for Factor Models of High-Dimensional Time Series

高维时间序列因子模型中的加权校准估计

Journal of the American Statistical Association

IF3

2026-07-270

PRE

Testing Independence and Conditional Independence in High Dimensions via Coordinatewise Gaussianization

在高维情况下通过坐标化高斯化测试独立性和条件独立性

Journal of the American Statistical Association

IF3

2026-06-040

OAAI

Autoregressive networks with dependent edges

自回归网络与依赖边

Journal of the Royal Statistical Society Series B: Statistical Methodology

IF0

2026-04-160

OA

Autoregressive Hypergraph

自回归超图

Journal of Time Series Analysis

IF1

2026-04-010

PRE

A TWO-WAY HETEROGENEITY MODEL FOR DYNAMIC NETWORKS

动态网络的双向异质性模型

ANNALS OF STATISTICS

IF3.7

2025-12-010

PRE

Virtual sample diffusion generation method guided by large language model-generated knowledge for enhancing information completeness and zero-shot fault diagnosis in building thermal systems

基于大型语言模型生成知识的虚拟样本扩散生成方法，用于增强建筑热系统的信息完整性和零样本故障诊断

Journal of Zhejiang University-SCIENCE A

IF3.9

2025-10-290

PRE

BLIND SOURCE SEPARATION OVER SPACE: AN EIGENANALYSIS APPROACH

空间域的盲源分离：一种特征分析的方法

STATISTICA SINICA

IF1.2

2025-10-010

OA

On the Modeling and Prediction of High-Dimensional Functional Time Series

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2024-11-260

OA

Self-correction method for sensor faulty heat pump system based on machine learning

RESULTS IN ENGINEERING

IF7.9

2024-06-013

OAAI

A novel in-situ sensor calibration method for building thermal systems based on virtual samples and autoencoder

IF9.4

2024-06-015

PRE

EDGE DIFFERENTIALLY PRIVATE ESTIMATION IN THE β-MODEL VIA JITTERING AND METHOD OF MOMENTS

ANNALS OF STATISTICS

IF3.7

2024-04-010

PRE

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

JOURNAL OF ECONOMETRICS

IF4

2024-02-011

OAAI

Semi-supervised diagnosis method of refrigeration compressor hidden defect based on convolutional transformer autoencoder model

INTERNATIONAL JOURNAL OF REFRIGERATION

IF3.8

2024-02-014

PRE

Testing for the Markov property in time series via deep conditional generative learning

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2023-06-230

OAAI

Factor Modeling for Clustering High-Dimensional Time Series

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2023-04-052

OA

Modelling matrix time series via a tensor CP-decomposition

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2023-01-2712

OA

Simultaneous Decorrelation of Matrix Time Series

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2023-01-114

OA