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Lili Yang

Southern University of Science and Technology

SCHOLARLY PAPERS

4

DOWNLOADS

203

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Forecasting Traffic Speed Based on Spatiotemporal Dependencies: A Sarimax Modeling Framework

Number of pages: 19 Posted: 03 Jan 2022
affiliation not provided to SSRN, Southern University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern University of Science and Technology
Downloads 91 (742,061)

Abstract:

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Time series, Traffic state forecasting, Spatial-temporal interaction, periodicity, SARIMAX, Deep learning

2.

CoRe: Learning Compact Representation with Prior-Guided Initialization

Number of pages: 31 Posted: 08 Sep 2025
Henan University, Henan University, The University of Sydney, affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU), Henan University and Southern University of Science and Technology
Downloads 66 (907,769)

Abstract:

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Convolutional sparse coding, residual architectures, unfolding module, initialization, compact representation

3.

Strtd: A Novel Spatiotemporal Tucker Decomposition Approach for Traffic Imputation

Number of pages: 18 Posted: 22 Apr 2025
Southern University of Science and Technology, UNSW Canberra, Southern University of Science and Technology and Southern University of Science and Technology
Downloads 33 (1,277,121)

Abstract:

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Traffic data imputation, Regularized Tucker decomposition, Spatiotemporal constraints, Alternating proximal gradient

4.

LRTuckerRep: Low-rank Tucker Representation Model for Multi-dimensional Data Completion

Number of pages: 22 Posted: 03 Sep 2025
Wenwu Gong and Lili Yang
Southern University of Science and Technology and Southern University of Science and Technology
Downloads 13 (1,518,554)

Abstract:

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Tensor completion, low-rank Tucker representation, prior modeling, proximal linearization, successive convex approximation