Personal profile
Author IDs
ORCID iD: 0000-0001-8719-7843
Scopus Author ID: 57216375303
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Dive into the research topics where Wenqi LU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
- 7 RGC 21 - Publication in refereed journal
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Randomized tensor decomposition and optimization in the tucker and tensor train formats
Lu, W., Lin, H. & Lian, H., 15 Aug 2026, In: Journal of Computational and Applied Mathematics. 482, 117344.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Distributed statistical estimation in quantile regression over a network
Wang, Y., Lu, W. & Lian, H., Sept 2024, In: Signal Processing. 222, 109512.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
Statistical performance of quantile tensor regression with convex regularization
Lu, W., Zhu, Z., Li, R. & Lian, H., Mar 2024, In: Journal of Multivariate Analysis. 200, 105249.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Link opens in a new tab Citations (Scopus) -
SPARSE AND LOW-RANK MATRIX QUANTILE ESTIMATION WITH APPLICATION TO QUADRATIC REGRESSION
Lu, W., Zhu, Z. & Lian, H., Apr 2023, In: Statistica Sinica. 33, 2, p. 945-959Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile11 Link opens in a new tab Citations (Scopus)179 Downloads (CityUHK Scholars) -
Optimal prediction of quantile functional linear regression in reproducing kernel Hilbert spaces
Li, R., Lu, W., Zhu, Z. & Lian, H., Mar 2021, In: Journal of Statistical Planning and Inference. 211, p. 162-170Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
9 Link opens in a new tab Citations (Scopus)
Thesis
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Some Studies on Quantile Tensor Regression
LU, W. (Author), Zhu, Z. (External Supervisor) & LIAN, H. (Supervisor), 4 Jul 2022Student thesis: Doctoral Thesis