Revisiting High-Order Tensor Singular Value Decomposition From Basic Element Perspective. - Sheng Liu 033; Xi-Le Zhao; Jinsong Leng; Ben-Zheng Li; Jing-Hua Yang; Xinyu Chen 002 (IEEE Trans. Signal Process., 2024)

Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery. - Sheng Liu 033; Jinsong Leng; Xi-Le Zhao; Haijin Zeng; Yao Wang 003; Jing-Hua Yang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation. - Haijin Zeng; Shaoguang Huang; Yongyong Chen; Sheng Liu 033; Hiêp Quang Luong; Wilfried Philips (IEEE Trans. Neural Networks Learn. Syst., 2024)

OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems. - Xiangming Wang; Haijin Zeng; Jiaoyang Chen; Sheng Liu 033; Yongyong Chen; Guoqing Chao (AAAI, 2025)

Deep fully-connected tensor network decomposition for multi-dimensional signal recovery. - Ruoyang Su; Xi-Le Zhao; Wei-Hao Wu; Sheng Liu 033; Junhua He (Signal Process., 2025)

Block Tensor Ring Decomposition: Theory and Application. - Sheng Liu 033; Xi-Le Zhao; Hao Zhang 103 (IEEE Trans. Signal Process., 2025)