Jiani Liu

According to our database, Jiani Liu authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition.

Xingyu Cao, Xiangtao Zhang, Ce Zhu, Jiani Liu, Yipeng Liu

IEEE Trans. Big Data, February, 2024

2023

Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery.

Lanlan Feng, Ce Zhu, Zhen Long, Jiani Liu, Yipeng Liu

IEEE Trans. Image Process., 2023

TERM Model: Tensor Ring Mixture Model for Density Estimation.

Ruituo Wu, Jiani Liu, Ce Zhu, Anh Huy Phan, Ivan V. Oseledets, Yipeng Liu

CoRR, 2023

Low-Rank Multitask Learning based on Tensorized SVMs and LSSVMs.

Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Xiaolin Huang, Johan A. K. Suykens

CoRR, 2023

Tensorized LSSVMS For Multitask Regression.

Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis.

Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu

IEEE Trans. Signal Process., 2022

Smooth Compact Tensor Ring Regression.

Jiani Liu, Ce Zhu, Yipeng Liu

IEEE Trans. Knowl. Data Eng., 2022

2021

AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing.

Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu

IEEE Trans. Image Process., 2021

Bayesian Low Rank Tensor Ring for Image Recovery.

Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu

IEEE Trans. Image Process., 2021

Low-rank tensor ring learning for multi-linear regression.

Jiani Liu, Ce Zhu, Zhen Long, Huyan Huang, Yipeng Liu

Pattern Recognit., 2021

Tensor Regression.

Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu

Found. Trends Mach. Learn., 2021

Efficient Tensor Contraction via Fast Count Sketch.

Xingyu Cao, Jiani Liu

CoRR, 2021

2020

Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression.

Yipeng Liu, Jiani Liu, Ce Zhu

IEEE Trans. Neural Networks Learn. Syst., 2020

Provable tensor ring completion.

Huyan Huang, Yipeng Liu, Jiani Liu, Ce Zhu

Signal Process., 2020

Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI.

Yipeng Liu, Tengteng Liu, Jiani Liu, Ce Zhu

Pattern Recognit., 2020

Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization.

Zhen Long, Yipeng Liu, Sixing Zeng, Jiani Liu, Fei Wen, Ce Zhu

CoRR, 2020

Bayesian Low Rank Tensor Ring Model for Image Completion.

Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu

CoRR, 2020