Bayesian Low Rank Tensor Ring Model for Image Completion. - Zhen Long; Ce Zhu; Jiani Liu 002; Yipeng Liu 001 (CoRR, 2020)

Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization. - Zhen Long; Yipeng Liu 001; Sixing Zeng; Jiani Liu 002; Fei Wen; Ce Zhu (CoRR, 2020)

Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI. - Yipeng Liu 001; Tengteng Liu; Jiani Liu 002; Ce Zhu (Pattern Recognit., 2020)

Provable tensor ring completion. - Huyan Huang; Yipeng Liu 001; Jiani Liu 002; Ce Zhu (Signal Process., 2020)

Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression. - Yipeng Liu 001; Jiani Liu 002; Ce Zhu (IEEE Trans. Neural Networks Learn. Syst., 2020)

Efficient Tensor Contraction via Fast Count Sketch. - Xingyu Cao; Jiani Liu 002 (CoRR, 2021)

Tensor Regression. - Jiani Liu 002; Ce Zhu; Zhen Long; Yipeng Liu 001 (Found. Trends Mach. Learn., 2021)

Low-rank tensor ring learning for multi-linear regression. - Jiani Liu 002; Ce Zhu; Zhen Long; Huyan Huang; Yipeng Liu 001 (Pattern Recognit., 2021)

Bayesian Low Rank Tensor Ring for Image Recovery. - Zhen Long; Ce Zhu; Jiani Liu 002; Yipeng Liu 001 (IEEE Trans. Image Process., 2021)

AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing. - Zhonghao Zhang; Yipeng Liu 001; Jiani Liu 002; Fei Wen; Ce Zhu (IEEE Trans. Image Process., 2021)

Smooth Compact Tensor Ring Regression. - Jiani Liu 002; Ce Zhu; Yipeng Liu 001 (IEEE Trans. Knowl. Data Eng., 2022)

Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis. - Zhen Long; Ce Zhu; Jiani Liu 002; Pierre Comon; Yipeng Liu 001 (IEEE Trans. Signal Process., 2022)

Tensorized LSSVMS For Multitask Regression. - Jiani Liu 002; Qinghua Tao; Ce Zhu; Yipeng Liu 001; Johan A. K. Suykens (ICASSP, 2023)

Low-Rank Multitask Learning based on Tensorized SVMs and LSSVMs. - Jiani Liu 002; Qinghua Tao; Ce Zhu; Yipeng Liu 001; Xiaolin Huang; Johan A. K. Suykens (CoRR, 2023)

TERM Model: Tensor Ring Mixture Model for Density Estimation. - Ruituo Wu; Jiani Liu 002; Ce Zhu; Anh Huy Phan 001; Ivan V. Oseledets; Yipeng Liu 001 (CoRR, 2023)

Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery. - Lanlan Feng; Ce Zhu; Zhen Long; Jiani Liu 002; Yipeng Liu 001 (IEEE Trans. Image Process., 2023)

Phase Retrieval by Tensor Total Least Squares. - Jiani Liu 002; Ce Zhu; Yang Chen; Xiaolin Huang; Yipeng Liu 001 (ICASSP, 2024)

Tensor Polynomial Additive Model. - Yang Chen; Ce Zhu; Jiani Liu 002; Yipeng Liu 001 (CoRR, 2024)

TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition. - Xingyu Cao; Xiangtao Zhang; Ce Zhu; Jiani Liu 002; Yipeng Liu 001 (IEEE Trans. Big Data, 2024)