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ORCIDZhigang Liu 0006
Person information
- affiliation: Chinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, School of Computer Science and Technology, China
Other persons with the same name
- Zhigang Liu — disambiguation page
- Zhigang Liu 0001
![[0000-0003-4154-5587]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-4154-5587")
— Southwest Jiaotong University, School of Electrical Engineering, Chengdu, China - Zhigang Liu 0002 — Northeastern University, Institute of Engineering Optimization and Smart Antenna, Qinhuangdao, China
- Zhigang Liu 0003 — Northeast Petroleum University, Daqing, China
- Zhigang Liu 0004 — Xi'an Jiaotong University, School of Mechanical Engineering, Xi'an, China
- Zhigang Liu 0005 — Beijing Engineering Research Center for Electrical Rail Transit, Beijing, China
- Zhigang Liu 0007 — Wuxi Institute of Technology, Wuxi, China
- Zhigang Liu 0008 — Guangzhou Civil Aviation College, Guangzhou, China
- Zhigang Liu 0009 — Jiangsu University, Institute of Agricultural Engineering, Zhenjiang, China
- Zhigang Liu 0010 — Nokia Research Center, Palo Alto, CA, USA
- Zhigang Liu 0011 — Shanghai University of Engineering Science, School of Urban Rail Transportation, Shanghai, China
- Zhigang Liu 0012 — State Key Laboratory of Remote Sensing Science, Beijing, China
- Zhigang Liu 0013 — Beijing Normal University, State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, China
- Zhigang Liu 0014 — Northeastern University, School of Computer and Communication Engineering Qinhuangdao, China
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2020 – today
- 2024
[j15]Zhigang Liu, Xin Luo, Mengchu Zhou:
Symmetry and Graph Bi-Regularized Non-Negative Matrix Factorization for Precise Community Detection. IEEE Trans Autom. Sci. Eng. 21(2): 1406-1420 (2024)- 2023
- [j14]Zhigang Liu, Xin Luo, Zidong Wang, Xiaohui Liu:
Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community Detection. Inf. Fusion 89: 588-602 (2023) - [j13]Zhigang Liu, Yugen Yi, Xin Luo:
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 700-714 (2023) - [j12]Xin Luo, Yue Zhou, Zhigang Liu, MengChu Zhou:
Fast and Accurate Non-Negative Latent Factor Analysis of High-Dimensional and Sparse Matrices in Recommender Systems. IEEE Trans. Knowl. Data Eng. 35(4): 3897-3911 (2023) - [c7]Yurong Zhong, Weiling Li, Zhigang Liu, Xin Luo:
An Adaptive Alternating-direction-method-based Nonnegative Latent Factor Model. ICDM (Workshops) 2023: 451-455 - [c6]Yu Song, Zhigang Liu:
An Unsupervised Online Streaming Feature Selection Algorithm with Density Peak Clustering. ICNSC 2023: 1-6 - [i4]Zhigang Liu, Xin Luo:
A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection. CoRR abs/2302.12114 (2023) - [i3]Zhigang Liu, Xin Luo:
A Symmetry and Graph Regularized Nonnegative Matrix Factorization Model for Community Detection. CoRR abs/2302.12122 (2023) - 2022
- [j11]Zhigang Liu, Guangxiao Yuan, Xin Luo:
Symmetry and Nonnegativity-Constrained Matrix Factorization for Community Detection. IEEE CAA J. Autom. Sinica 9(9): 1691-1693 (2022) - [j10]Xin Luo, Zhigang Liu, Long Jin, Yue Zhou, Mengchu Zhou:
Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1203-1215 (2022) - [j9]Qingxian Wang, Xinyu Liu, Tianqi Shang, Zhigang Liu, Han Yang, Xin Luo:
Multi-Constrained Embedding for Accurate Community Detection on Undirected Networks. IEEE Trans. Netw. Sci. Eng. 9(5): 3675-3690 (2022) - [j8]Xin Luo, Yue Zhou, Zhigang Liu, Lun Hu, MengChu Zhou:
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis. IEEE Trans. Serv. Comput. 15(5): 2809-2823 (2022) - [c5]Yue Zhou, Zhigang Liu, Ye Yuan:
Graph Regularized Nonnegative Latent Factor Analysis Model for Temporal Link Prediction in Cryptocurrency Transaction Networks. ICNSC 2022: 1-6 - [i2]Zhigang Liu, Xin Luo:
High-order Order Proximity-Incorporated, Symmetry and Graph-Regularized Nonnegative Matrix Factorization for Community Detection. CoRR abs/2203.03876 (2022) - [i1]Yue Zhou, Zhigang Liu, Ye Yuan:
Graph Regularized Nonnegative Latent Factor Analysis Model for Temporal Link Prediction in Cryptocurrency Transaction Networks. CoRR abs/2208.01923 (2022) - 2021
- [j7]Xin Luo, Minzhi Chen, Hao Wu, Zhigang Liu, Huaqiang Yuan, MengChu Zhou:
Adjusting Learning Depth in Nonnegative Latent Factorization of Tensors for Accurately Modeling Temporal Patterns in Dynamic QoS Data. IEEE Trans Autom. Sci. Eng. 18(4): 2142-2155 (2021) - [j6]Xin Luo, Mengchu Zhou, Shuai Li, Di Wu, Zhigang Liu, Mingsheng Shang:
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems. IEEE Trans. Big Data 7(1): 227-240 (2021) - [j5]Zhigang Liu, Xin Luo, Zidong Wang:
Convergence Analysis of Single Latent Factor-Dependent, Nonnegative, and Multiplicative Update-Based Nonnegative Latent Factor Models. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1737-1749 (2021) - [j4]Xin Luo, Zhigang Liu, Mingsheng Shang, Jungang Lou, MengChu Zhou:
Highly-Accurate Community Detection via Pointwise Mutual Information-Incorporated Symmetric Non-Negative Matrix Factorization. IEEE Trans. Netw. Sci. Eng. 8(1): 463-476 (2021) - [j3]Xin Luo, Zhigang Liu, Shuai Li, Mingsheng Shang, Zidong Wang:
A Fast Non-Negative Latent Factor Model Based on Generalized Momentum Method. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 610-620 (2021) - [j2]Xin Luo, Ye Yuan, MengChu Zhou, Zhigang Liu, Mingsheng Shang:
Non-Negative Latent Factor Model Based on β-Divergence for Recommender Systems. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 4612-4623 (2021) - [c4]Zhigang Liu, Xin Luo, MengChu Zhou:
Symmetry-constrained Non-negative Matrix Factorization Approach for Highly-Accurate Community Detection. CASE 2021: 1521-1526
2010 – 2019
- 2019
- [j1]Mingsheng Shang, Xin Luo, Zhigang Liu, Jia Chen, Ye Yuan, MengChu Zhou:
Randomized latent factor model for high-dimensional and sparse matrices from industrial applications. IEEE CAA J. Autom. Sinica 6(1): 131-141 (2019) - [c3]Zhigang Liu, Xin Luo:
Convergence Analysis of an SLF-NMU Algorithm for Non-negative Latent Factor Analysis on a High-Dimensional and Sparse Matrix. SMC 2019: 1750-1756 - [c2]Yue Zhou, Zhigang Liu, Xiaojiang Yu, Yajuan Wu:
Convergence Analysis of a Fast Non-negative Latent Factor Model. SMC 2019: 2291-2297 - 2018
- [c1]Zhigang Liu, Xin Luo, Shuai Li, Mingsheng Shang:
Accelerated Non-negative Latent Factor Analysis on High-Dimensional and Sparse Matrices via Generalized Momentum Method. SMC 2018: 3051-3056
Coauthor Index
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