Sheng Liu

12 papers A* 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inconsistent tensor-tensor product for low-rank tensor factorization.
Appl. Math. Lett.
Sheng Liu, Xi-Le Zhao, Qin Jiang
2026 J jnl
Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications.
CoRR
Ruoyang Su, Xi-Le Zhao, Sheng Liu, Wei-Hao Wu, Yisi Luo, Michael K. Ng
2026 J jnl
TenExp: Mixture-of-Experts-Based Tensor Decomposition Structure Search Framework.
CoRR
Ting-Wei Zhou, Xi-Le Zhao, Sheng Liu, Wei-Hao Wu, Yu-Bang Zheng, Deyu Meng
2025 J jnl
Block Tensor Ring Decomposition: Theory and Application.
IEEE Trans. Signal Process.
Sheng Liu, Xi-Le Zhao, Hao Zhang
2025 J jnl
Deep fully-connected tensor network decomposition for multi-dimensional signal recovery.
Signal Process.
Ruoyang Su, Xi-Le Zhao, Wei-Hao Wu, Sheng Liu, Junhua He
2025 A* conf
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems.
AAAI
Xiangming Wang, Haijin Zeng, Jiaoyang Chen, Sheng Liu, Yongyong Chen, Guoqing Chao
2024 J jnl
Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Sheng Liu, Jinsong Leng, Xi-Le Zhao, Haijin Zeng, Yao Wang, Jing-Hua Yang
2024 J jnl
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems.
CoRR
Xiangming Wang, Haijin Zeng, Jiaoyang Chen, Sheng Liu, Yongyong Chen, Guoqing Chao
2024 J jnl
Revisiting High-Order Tensor Singular Value Decomposition From Basic Element Perspective.
IEEE Trans. Signal Process.
Sheng Liu, Xi-Le Zhao, Jinsong Leng, Ben-Zheng Li, Jing-Hua Yang, Xinyu Chen
2024 J jnl
Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation.
IEEE Trans. Neural Networks Learn. Syst.
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Sheng Liu, Hiêp Quang Luong, Wilfried Philips
2020 J jnl
Discovering influential factors in variational autoencoders.
Pattern Recognit.
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Deyu Meng, Hongying Meng, Sheng Liu
2018 J jnl
Discovering Influential Factors in Variational Autoencoder.
CoRR
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Hongying Meng, Sheng Liu, Deyu Meng