Publications

Latest Update: 18th October 2024 

Journal Paper

• Wenwu Gong, Zhejun Huang, Lili Yang: Accurate Regularized Tucker Decomposition for Image Restoration. Applied Mathematical Modeling 2023 | JCR 1 Matlab

• Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation,Wenwu Gong, Zhejun Huang, Lili Yang. ArXiv 2023. Matlab

Conference Paper

• Lang Mo, Wenwu Gong, Lili Yang: Overlapping tensor train completion with TV regularization for image reconstruction. ICCBD+AI 2024 | EI

• Jiaxin Lu, Wenwu Gong, Lili Yang: Low-Rank autoregressive Tucker decomposition for traffic data imputation. ICAC 2024 | EI

• Rongping Huang, Wenwu Gong, Jiaxin Lu, Lili Yang: BACP: Bayesian augmented CP factorization for traffic data imputation. ICIC 2024 | CCF C

• Wenwu Gong, Zhejun Huang, Lili Yang: Enhanced low-rank and sparse Tucker decomposition for image completion. ICASSP 2024 | CCF B Matlab.

• Wenwu Gong, Zhejun Huang, Lili Yang: LSPTD: Low-rank and spatiotemporal priors enhanced Tucker decomposition for internet traffic data imputation. ITSC 2023 | Level A Matlab.

Working Manuscript

• ELST: A Tucker-based Prior Modeling Framework for Tensor Completion. Wenwu Gong. Under Review.
• Laplacian­-based Tucker decomposition for spatiotemporal traffic data imputation. 2024. Wenwu Gong.
• Fused Tucker decomposition with tensor gradient for low­rank tensor completion. 2024. Wenwu Gong.