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Qiwei Yao

London School of Economics and Political Science

36H-index
243Paper Count
6.0KCitation Count
Published Papers 53
Publication Date
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CP-factorization for high-dimensional tensor time series and double projection iterations
errJournal of the Royal Statistical Society Series B: Statistical Methodology
IF0
err2026-09-17
err0
PREAI
errJinyuan Chang; Guanglin Huang; Qiwei Yao; Long Yu
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Spatio-temporal autoregressions for high dimensional matrix-valued time series
errJournal of Econometrics
IF4
err2026-09-01
err0
PREAI
errDou, Baojun; He, Jing; Tiwari, Sudhir; Yao, Qiwei
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Thermal-flow field prediction in energy-equipment components using a physics-guided conditional diffusion framework: validation on compressor mufflers
errInternational Communications in Heat and Mass Transfer
IF6.4
err2026-09-01
err0
PREAI
errShi, Ling; Sun, Zhe; Yao, Qiwei; Jin, Huaqiang; Xu, Yingjie; Gu, Jiangping; Liu, Yi; Li, Kang; Xiong, Wenhua; Shen, Xi
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Weight-Calibrated Estimation for Factor Models of High-Dimensional Time Series
errJournal of the American Statistical Association
IF3
err2026-07-27
err0
PREAI
errXinghao Qiao; Zihan Wang; Qiwei Yao; Bo Zhang
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Testing Independence and Conditional Independence in High Dimensions via Coordinatewise Gaussianization
errJournal of the American Statistical Association
IF3
err2026-06-04
err0
errOAAI
errJinyuan Chang; Yue Du; Jing He; Qiwei Yao
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Autoregressive networks with dependent edges
errJournal of the Royal Statistical Society Series B: Statistical Methodology
IF0
err2026-04-16
err0
errOAAI
errJinyuan Chang; Qin Fang; Eric D Kolaczyk; Peter W MacDonald; Qiwei Yao; null
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errSave
Autoregressive Hypergraph
errJournal of Time Series Analysis
IF1
err2026-04-01
err0
PREAI
errZhu, Xianghe; Yao, Qiwei
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A TWO-WAY HETEROGENEITY MODEL FOR DYNAMIC NETWORKS
errANNALS OF STATISTICS
IF3.7
err2025-12-01
err0
PREAI
errJiang, Binyan; Leng, Chenlei; Yan, Ting; Yao, Qiwei; Yu, Xinyang
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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
errJournal of Zhejiang University-SCIENCE A
IF3.9
err2025-10-29
err0
PREAI
errZhe Sun; Qiwei Yao; Ling Shi; Huaqiang Jin; Yingjie Xu; Peng Yang; Han Xiao; Dongyu Chen; Panpan Zhao; Xi Shen
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BLIND SOURCE SEPARATION OVER SPACE: AN EIGENANALYSIS APPROACH
errSTATISTICA SINICA
IF1.2
err2025-10-01
err0
errOAAI
errZhang, Bo; Hao, Sixing; Yao, Qiwei
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On the Modeling and Prediction of High-Dimensional Functional Time Series
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-11-26
err0
errOAAI
errChang, Jinyuan; Fang, Qin; Qiao, Xinghao; Yao, Qiwei
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Self-correction method for sensor faulty heat pump system based on machine learning
errRESULTS IN ENGINEERING
IF7.9
err2024-06-01
err3
errOAAI
errSun, Zhe; Yao, Qiwei
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errSave
A novel in-situ sensor calibration method for building thermal systems based on virtual samples and autoencoder
errENERGY
IF9.4
err2024-06-01
err5
PREAI
errSun, Zhe; Yao, Qiwei; Jin, Huaqiang; Xu, Yingjie; Hang, Wei; Chen, Hongyu; Li, Kang; Shi, Ling; Gu, Jiangping; Zhang, Qinjian; Shen, Xi
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EDGE DIFFERENTIALLY PRIVATE ESTIMATION IN THE β-MODEL VIA JITTERING AND METHOD OF MOMENTS
errANNALS OF STATISTICS
IF3.7
err2024-04-01
err0
PREAI
errChang, Jinyuan; Hu, Qiao; Kolaczyk, Eric d.; Yao, Qiwei; Yi, Fengting
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An autocovariance-based learning framework for high-dimensional functional time series
errJOURNAL OF ECONOMETRICS
IF4
err2024-02-01
err1
errOAAI
errChang, Jinyuan; Chen, Cheng; Qiao, Xinghao; Yao, Qiwei
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Semi-supervised diagnosis method of refrigeration compressor hidden defect based on convolutional transformer autoencoder model
errINTERNATIONAL JOURNAL OF REFRIGERATION
IF3.8
err2024-02-01
err4
PREAI
errLi, Kang; Sun, Zhe; Jin, Huaqiang; Xu, Yingjie; Gu, Jiangping; Huang, Yuejin; Shi, Ling; Yao, Qiwei; Shen, Xi
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Testing for the Markov property in time series via deep conditional generative learning
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2023-06-23
err0
errOAAI
errZhou, Yunzhe; Shi, Chengchun; Li, Lexin; Yao, Qiwei
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Factor Modeling for Clustering High-Dimensional Time Series
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-04-05
err2
errOAAI
errZhang, Bo; Pan, Guangming; Yao, Qiwei; Zhou, Wang
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errSave
Modelling matrix time series via a tensor CP-decomposition
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2023-01-27
err12
errOAAI
errChang, Jinyuan; He, Jing; Yang, Lin; Yao, Qiwei
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Simultaneous Decorrelation of Matrix Time Series
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-01-11
err4
errOAAI
errHan, Yuefeng; Chen, Rong; Zhang, Cun-Hui; Yao, Qiwei
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Research Directions

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Co-authors
Cooperation Journals
N
Nils Chr. Stenseth
H-index: 123 · Papers: 1.0K
P
Peter A. Hall
H-index: 106 · Papers: 925
J
Jianqing Fan
H-index: 101 · Papers: 686
P
Peter Hall
H-index: 75 · Papers: 738
P
Peter M. Robinson
H-index: 59 · Papers: 444
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