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ORCIDJiani Liu 0002
Person information
- affiliation: University of Electronic Science and Technology of China, UESTC, School of Information and Communication Engineering, China
Other persons with the same name
- Jiani Liu
- Jiani Liu 0001
![[0000-0002-1396-0487]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-1396-0487")
— Delft University of Technology, Department of Microelectronics, Netherlands - Jiani Liu 0003 — Lanzhou University, School of Information Science and Engineering, China
- Jiani Liu 0004 — Dalian University of Technology, School of Information and Communication Engineering, China
- Jiani Liu 0005 — Tsinghua University, Beijing, China
- Jiani Liu 0006 — Beijing Institute of Technology, Beijing, China
- Jiani Liu 0007 — University of Technology Sydney, NSW, Australia
- Jiani Liu 0008 — China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China
- Jiani Liu 0009 — Zhejiang University, China
- Jiani Liu 0010 — University of Hong Kong, Faculty of Business and Economics, Hong Kong
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Journal Articles
- 2024
[j11]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): 1-11 (2024)- 2023
- [j10]Lanlan Feng, Ce Zhu, Zhen Long, Jiani Liu, Yipeng Liu:
Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery. IEEE Trans. Image Process. 32: 3397-3412 (2023) - 2022
- [j9]Jiani Liu, Ce Zhu, Yipeng Liu:
Smooth Compact Tensor Ring Regression. IEEE Trans. Knowl. Data Eng. 34(9): 4439-4452 (2022) - [j8]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: 2502-2517 (2022) - 2021
- [j7]Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu:
Tensor Regression. Found. Trends Mach. Learn. 14(4): 379-565 (2021) - [j6]Jiani Liu, Ce Zhu, Zhen Long, Huyan Huang, Yipeng Liu:
Low-rank tensor ring learning for multi-linear regression. Pattern Recognit. 113: 107753 (2021) - [j5]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: 1487-1500 (2021) - [j4]Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu:
Bayesian Low Rank Tensor Ring for Image Recovery. IEEE Trans. Image Process. 30: 3568-3580 (2021) - 2020
- [j3]Yipeng Liu, Tengteng Liu, Jiani Liu, Ce Zhu:
Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI. Pattern Recognit. 102: 107252 (2020) - [j2]Huyan Huang, Yipeng Liu, Jiani Liu, Ce Zhu:
Provable tensor ring completion. Signal Process. 171: 107486 (2020) - [j1]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): 5402-5411 (2020)
Conference and Workshop Papers
- 2024
- [c2]Jiani Liu, Ce Zhu, Yang Chen, Xiaolin Huang, Yipeng Liu:
Phase Retrieval by Tensor Total Least Squares. ICASSP 2024: 6415-6419 - 2023
- [c1]Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens:
Tensorized LSSVMS For Multitask Regression. ICASSP 2023: 1-5
Informal and Other Publications
- 2024
- [i9]Yang Chen, Ce Zhu, Jiani Liu, Yipeng Liu:
Tensor Polynomial Additive Model. CoRR abs/2406.02980 (2024) - 2023
- [i8]Jiani Liu, Qinghua Tao, Ce Zhu, Yipeng Liu, Johan A. K. Suykens:
Tensorized LSSVMs for Multitask Regression. CoRR abs/2303.02451 (2023) - [i7]Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu:
Tensor Regression. CoRR abs/2308.11419 (2023) - [i6]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 abs/2308.16056 (2023) - [i5]Ruituo Wu, Jiani Liu, Ce Zhu, Anh Huy Phan, Ivan V. Oseledets, Yipeng Liu:
TERM Model: Tensor Ring Mixture Model for Density Estimation. CoRR abs/2312.08075 (2023) - 2021
- [i4]Xingyu Cao, Jiani Liu:
Efficient Tensor Contraction via Fast Count Sketch. CoRR abs/2106.13062 (2021) - 2020
- [i3]Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu:
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing. CoRR abs/2004.10078 (2020) - [i2]Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu:
Bayesian Low Rank Tensor Ring Model for Image Completion. CoRR abs/2007.01055 (2020) - [i1]Zhen Long, Yipeng Liu, Sixing Zeng, Jiani Liu, Fei Wen, Ce Zhu:
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization. CoRR abs/2007.01056 (2020)
Coauthor Index
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