Jiani Liu

22 papers Misc 2Journal 20
YearRankTypeTitle / Venue / Authors
2024 Misc conf
Phase Retrieval by Tensor Total Least Squares.
ICASSP
Jiani Liu, Ce Zhu, Yang Chen, Xiaolin Huang, Yipeng Liu
2024 J jnl
TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition.
IEEE Trans. Big Data
Xingyu Cao, Xiangtao Zhang, Ce Zhu, Jiani Liu, Yipeng Liu
2024 J jnl
Tensor Polynomial Additive Model.
CoRR
Yang Chen, Ce Zhu, Jiani Liu, Yipeng Liu
2023 J jnl
Low-Rank Multitask Learning based on Tensorized SVMs and LSSVMs.
CoRR
Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Xiaolin Huang, Johan A. K. Suykens
2023 J jnl
Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery.
IEEE Trans. Image Process.
Lanlan Feng, Ce Zhu, Zhen Long, Jiani Liu, Yipeng Liu
2023 J jnl
TERM Model: Tensor Ring Mixture Model for Density Estimation.
CoRR
Ruituo Wu, Jiani Liu, Ce Zhu, Anh Huy Phan, Ivan V. Oseledets, Yipeng Liu
2023 J jnl
Tensor Regression.
CoRR
Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu
2023 Misc conf
Tensorized LSSVMS For Multitask Regression.
ICASSP
Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens
2023 J jnl
Tensorized LSSVMs for Multitask Regression.
CoRR
Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens
2022 J jnl
Smooth Compact Tensor Ring Regression.
IEEE Trans. Knowl. Data Eng.
Jiani Liu, Ce Zhu, Yipeng Liu
2022 J jnl
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis.
IEEE Trans. Signal Process.
Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu
2021 J jnl
AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing.
IEEE Trans. Image Process.
Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu
2021 J jnl
Bayesian Low Rank Tensor Ring for Image Recovery.
IEEE Trans. Image Process.
Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu
2021 J jnl
Efficient Tensor Contraction via Fast Count Sketch.
CoRR
Xingyu Cao, Jiani Liu
2021 J jnl
Low-rank tensor ring learning for multi-linear regression.
Pattern Recognit.
Jiani Liu, Ce Zhu, Zhen Long, Huyan Huang, Yipeng Liu
2021 J jnl
Tensor Regression.
Found. Trends Mach. Learn.
Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu
2020 J jnl
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing.
CoRR
Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu
2020 J jnl
Bayesian Low Rank Tensor Ring Model for Image Completion.
CoRR
Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu
2020 J jnl
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization.
CoRR
Zhen Long, Yipeng Liu, Sixing Zeng, Jiani Liu, Fei Wen, Ce Zhu
2020 J jnl
Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression.
IEEE Trans. Neural Networks Learn. Syst.
Yipeng Liu, Jiani Liu, Ce Zhu
2020 J jnl
Provable tensor ring completion.
Signal Process.
Huyan Huang, Yipeng Liu, Jiani Liu, Ce Zhu
2020 J jnl
Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI.
Pattern Recognit.
Yipeng Liu, Tengteng Liu, Jiani Liu, Ce Zhu