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Journal Articles
- 2024
[j17]Yingcong Lu, Yipeng Liu
, Zhen Long, Zhangxin Chen, Ce Zhu:
O-Minus Decomposition for Multiview Tensor Subspace Clustering. IEEE Trans. Artif. Intell. 5(3): 1207-1220 (2024)- [j16]Yuan Fang, Yipeng Liu, Chong-Yung Chi, Zhen Long, Ce Zhu:
CS2DIPs: Unsupervised HSI Super-Resolution Using Coupled Spatial and Spectral DIPs. IEEE Trans. Image Process. 33: 3090-3101 (2024) - [j15]Zhen Long, Ce Zhu, Pierre Comon, Yazhou Ren, Yipeng Liu:
Feature Space Recovery for Efficient Incomplete Multi-View Clustering. IEEE Trans. Knowl. Data Eng. 36(9): 4664-4677 (2024) - [j14]Yipeng Liu, Jie Chen, Yingcong Lu, Weiting Ou, Zhen Long, Ce Zhu:
Adaptively Topological Tensor Network for Multi-View Subspace Clustering. IEEE Trans. Knowl. Data Eng. 36(11): 5562-5575 (2024) - [j13]Zhen Long, Ce Zhu, Jie Chen, Zihan Li, Yazhou Ren, Yipeng Liu:
Multi-View MERA Subspace Clustering. IEEE Trans. Multim. 26: 3102-3112 (2024) - 2023
- [j12]Na Zhao, Zhen Long, Jian Wang, Zhi-Dan Zhao:
AGRE: A knowledge graph recommendation algorithm based on multiple paths embeddings RNN encoder. Knowl. Based Syst. 259: 110078 (2023) - [j11]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
- [j10]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
- [j9]Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu:
Tensor Regression. Found. Trends Mach. Learn. 14(4): 379-565 (2021) - [j8]Jiani Liu, Ce Zhu, Zhen Long, Huyan Huang, Yipeng Liu:
Low-rank tensor ring learning for multi-linear regression. Pattern Recognit. 113: 107753 (2021) - [j7]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
- [j6]Huyan Huang, Yipeng Liu, Zhen Long, Ce Zhu:
Robust Low-Rank Tensor Ring Completion. IEEE Trans. Computational Imaging 6: 1117-1126 (2020) - [j5]Yipeng Liu, Zhen Long, Huyan Huang, Ce Zhu:
Low CP Rank and Tucker Rank Tensor Completion for Estimating Missing Components in Image Data. IEEE Trans. Circuits Syst. Video Technol. 30(4): 944-954 (2020) - 2019
- [j4]Zhen Long, Yipeng Liu, Longxi Chen, Ce Zhu:
Low rank tensor completion for multiway visual data. Signal Process. 155: 301-316 (2019) - [j3]Mingyi Zhou, Yipeng Liu, Zhen Long, Longxi Chen, Ce Zhu:
Tensor rank learning in CP decomposition via convolutional neural network. Signal Process. Image Commun. 73: 12-21 (2019) - [j2]Yipeng Liu, Zhen Long, Ce Zhu:
Image Completion Using Low Tensor Tree Rank and Total Variation Minimization. IEEE Trans. Multim. 21(2): 338-350 (2019) - 2015
- [j1]Xiaolan Xie, Zhen Long:
Fuzzy PID Temperature Control System Design Based on Single Chip Microcomputer. Int. J. Online Eng. 11(8): 29-33 (2015)
Conference and Workshop Papers
- 2024
- [c4]Zhen Long, Qiyuan Wang, Yazhou Ren, Yipeng Liu, Ce Zhu:
S2MVTC: A Simple Yet Efficient Scalable Multi-View Tensor Clustering. CVPR 2024: 24088-24097 - 2023
- [c3]Zhen Long, Ce Zhu, Pierre Comon, Yipeng Liu:
Feature Space Recovery for Incomplete Multi-View Clustering. ICASSP 2023: 1-5 - [c2]Zihan Li, Ce Zhu, Zhen Long, Yipeng Liu:
Optimal Low-Rank Tensor Tree Completion. MMSP 2023: 1-6 - 2015
- [c1]Xiaolan Xie, Zhen Long, Fahui Gu:
Prediction on Internet Safety Situation of Relevance Vector Machine about GP-RVM Kernel Function. ISICA 2015: 724-733
Informal and Other Publications
- 2024
- [i12]Yuan Fang, Yipeng Liu, Jie Chen, Zhen Long, Ao Li, Chong-Yung Chi, Ce Zhu:
Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction. CoRR abs/2403.09096 (2024) - [i11]Zhen Long, Qiyuan Wang, Yazhou Ren, Yipeng Liu, Ce Zhu:
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering. CoRR abs/2403.09107 (2024) - 2023
- [i10]Yipeng Liu, Yingcong Lu, Weiting Ou, Zhen Long, Ce Zhu:
Adaptively Topological Tensor Network for Multi-view Subspace Clustering. CoRR abs/2305.00716 (2023) - [i9]Zhen Long, Ce Zhu, Jie Chen, Zihan Li, Yazhou Ren, Yipeng Liu:
Multi-view MERA Subspace Clustering. CoRR abs/2305.09095 (2023) - [i8]Jiani Liu, Ce Zhu, Zhen Long, Yipeng Liu:
Tensor Regression. CoRR abs/2308.11419 (2023) - 2022
- [i7]Yingcong Lu, Yipeng Liu, Zhen Long, Zhangxin Chen, Ce Zhu:
Tucker-O-Minus Decomposition for Multi-view Tensor Subspace Clustering. CoRR abs/2210.12638 (2022) - 2021
- [i6]Na Zhao, Zhen Long, Zhi-Dan Zhao, Jian Wang:
URIR: Recommendation algorithm of user RNN encoder and item encoder based on knowledge graph. CoRR abs/2111.00739 (2021) - [i5]Linjie Chen, Na Zhao, Jie Li, Zhen Long, Ming Jing, Jian Wang:
WEM: A Node Importance Algorithm in Weighted Networks. CoRR abs/2111.10840 (2021) - 2020
- [i4]Abdul Ahad, Zhen Long, Ce Zhu, Yipeng Liu:
Hierarchical Tensor Ring Completion. CoRR abs/2004.11720 (2020) - [i3]Zhen Long, Ce Zhu, Jiani Liu, Yipeng Liu:
Bayesian Low Rank Tensor Ring Model for Image Completion. CoRR abs/2007.01055 (2020) - [i2]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) - 2018
- [i1]Zhen Long, Yipeng Liu, Longxi Chen, Ce Zhu:
Low Rank Tensor Completion for Multiway Visual Data. CoRR abs/1805.03967 (2018)
Coauthor Index
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