Jiani Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Tensor Decomposition

Multitask Learning

Top Venues

IEEE Trans. Image Process.

Pattern Recognit.

Publications

Jiani Liu, Ce Zhu, Yang Chen, Xiaolin Huang, Yipeng Liu
Phase Retrieval by Tensor Total Least Squares. ICASSP (2024)
Yang Chen, Ce Zhu, Jiani Liu, Yipeng Liu
Tensor Polynomial Additive Model. CoRR (2024)
Xingyu Cao, Xiangtao Zhang, Ce Zhu, Jiani Liu, Yipeng Liu
TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition. IEEE Trans. Big Data 10 (1) (2024)
Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens
Tensorized LSSVMs for Multitask Regression. CoRR (2023)
Ruituo Wu, Jiani Liu, Ce Zhu, Anh Huy Phan, Ivan V. Oseledets, Yipeng Liu
TERM Model: Tensor Ring Mixture Model for Density Estimation. CoRR (2023)
Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens
Tensorized LSSVMS For Multitask Regression. ICASSP (2023)
Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu
Tensor Regression. CoRR (2023)
Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Xiaolin Huang, Johan A. K. Suykens
Low-Rank Multitask Learning based on Tensorized SVMs and LSSVMs. CoRR (2023)
Lanlan Feng, Ce Zhu, Zhen Long, Jiani Liu, Yipeng Liu
Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery. IEEE Trans. Image Process. 32 (2023)
Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis. IEEE Trans. Signal Process. 70 (2022)
Jiani Liu, Ce Zhu, Yipeng Liu
Smooth Compact Tensor Ring Regression. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu
Tensor Regression. Found. Trends Mach. Learn. 14 (4) (2021)
Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu
Bayesian Low Rank Tensor Ring for Image Recovery. IEEE Trans. Image Process. 30 (2021)
Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu
AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing. IEEE Trans. Image Process. 30 (2021)
Xingyu Cao, Jiani Liu
Efficient Tensor Contraction via Fast Count Sketch. CoRR (2021)
Jiani Liu, Ce Zhu, Zhen Long, Huyan Huang, Yipeng Liu
Low-rank tensor ring learning for multi-linear regression. Pattern Recognit. 113 (2021)
Zhen Long, Yipeng Liu, Sixing Zeng, Jiani Liu, Fei Wen, Ce Zhu
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization. CoRR (2020)
Yipeng Liu, Jiani Liu, Ce Zhu
Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu
Bayesian Low Rank Tensor Ring Model for Image Completion. CoRR (2020)
Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing. CoRR (2020)
Huyan Huang, Yipeng Liu, Jiani Liu, Ce Zhu
Provable tensor ring completion. Signal Process. 171 (2020)
Yipeng Liu, Tengteng Liu, Jiani Liu, Ce Zhu
Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI. Pattern Recognit. 102 (2020)