Guoxu Zhou

7.4k total citations · 2 hit papers
128 papers, 5.0k citations indexed

About

Guoxu Zhou is a scholar working on Computational Mathematics, Signal Processing and Computational Mechanics. According to data from OpenAlex, Guoxu Zhou has authored 128 papers receiving a total of 5.0k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Computational Mathematics, 48 papers in Signal Processing and 35 papers in Computational Mechanics. Recurrent topics in Guoxu Zhou's work include Tensor decomposition and applications (52 papers), Blind Source Separation Techniques (47 papers) and Sparse and Compressive Sensing Techniques (30 papers). Guoxu Zhou is often cited by papers focused on Tensor decomposition and applications (52 papers), Blind Source Separation Techniques (47 papers) and Sparse and Compressive Sensing Techniques (30 papers). Guoxu Zhou collaborates with scholars based in China, Japan and Poland. Guoxu Zhou's co-authors include Andrzej Cichocki, Qibin Zhao, Yu Zhang, Jing Jin, Xingyu Wang, Shengli Xie, Danilo P. Mandic, Anh Huy Phan, Lieven De Lathauwer and César F. Caiafa and has published in prestigious journals such as Proceedings of the IEEE, Journal of Cleaner Production and Applied Energy.

In The Last Decade

Guoxu Zhou

122 papers receiving 4.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

2015 893 citations Andrzej Cichocki, Guoxu Zhou et al. profile →
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

2018 280 citations Yu Zhang, Chang S. Nam et al. IEEE Transactions on Cybernetics profile →

Peers

Countries citing papers authored by Guoxu Zhou

Since Specialization

Citations

This map shows the geographic impact of Guoxu Zhou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Guoxu Zhou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guoxu Zhou more than expected).

Fields of papers citing papers by Guoxu Zhou

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Guoxu Zhou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Guoxu Zhou. The network helps show where Guoxu Zhou may publish in the future.

Co-authorship network of co-authors of Guoxu Zhou

This figure shows the co-authorship network connecting the top 25 collaborators of Guoxu Zhou. A scholar is included among the top collaborators of Guoxu Zhou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Guoxu Zhou. Guoxu Zhou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Lightweight tensorial convolutional neural network for lunar impact crater detection 2024 ·Advances in Space Research ·Yuning Qiu, (unknown), (unknown), Zhe Zhang, Shengli Xie, Guoxu Zhou	3
2	Localized electricity and carbon allowance management for interconnected discrete manufacturing systems considering algorithmic and physical feasibility 2024 ·Applied Energy ·(unknown), Weifeng Zhong, Zhenjia Lin, Guoxu Zhou, Loi Lei Lai, Shengli Xie, Jinyue Yan	2
3	An adaptive weighted self-representation method for incomplete multi-view clustering 2024 ·International Journal of Machine Learning and Cybernetics ·(unknown), Guoxu Zhou, (unknown)	1
4	Online Privacy-Preserving EEG Classification by Source-Free Transfer Learning 2024 ·IEEE Transactions on Neural Systems and Rehabilitation Engineering ·Hanrui Wu, (unknown), (unknown), (unknown), Jia Zhang, Guoxu Zhou, Jinyi Long	4
5	Consistency and Diversity Induced Tensorized Multi-View Subspace Clustering 2024 ·IEEE Transactions on Emerging Topics in Computational Intelligence ·(unknown), (unknown), (unknown), Qibin Zhao, Guoxu Zhou	2
6	Communication-efficient distributed electricity and carbon allowance management for community microgrids with hybrid energy supply stations 2023 ·Journal of Cleaner Production ·(unknown), Kan Xie, Weifeng Zhong, Chao Yang, Guoxu Zhou, Shengli Xie	6
7	SCH: Symmetric Consistent Hashing for cross-modal retrieval 2023 ·Signal Processing ·(unknown), Xiaozhao Fang, Peipei Kang, Hongbo Gao, Guoxu Zhou, Shengli Xie	3
8	Cooperative Localization for UAV Systems From the Perspective of Physical Clock Synchronization 2023 ·IEEE Journal on Selected Areas in Communications ·(unknown), (unknown), (unknown), Guoxu Zhou, Haibo Zhou, Lian Zhao	9
9	Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization 2023 ·IEEE Geoscience and Remote Sensing Letters ·(unknown), Guoxu Zhou, Yuning Qiu, (unknown), Qibin Zhao	6
10	Exclusivity and consistency induced NMF for multi-view representation learning 2023 ·Knowledge-Based Systems ·(unknown), Guoxu Zhou, (unknown), (unknown), Qibin Zhao	10
11	Two-Stage Asymmetric Similarity Preserving Hashing for Cross-Modal Retrieval 2023 ·IEEE Transactions on Knowledge and Data Engineering ·(unknown), Peipei Kang, Na Han, (unknown), Xiaozhao Fang, Hongbo Gao, Guoxu Zhou	16
12	Fast hypergraph regularized nonnegative tensor ring decomposition based on low-rank approximation 2022 ·Applied Intelligence ·(unknown), (unknown), Guoxu Zhou, Qibin Zhao, Weijun Sun	5
13	Noisy Tensor Completion via Low-Rank Tensor Ring 2022 ·IEEE Transactions on Neural Networks and Learning Systems ·Yuning Qiu, Guoxu Zhou, Qibin Zhao, Shengli Xie	43
14	Tensor Recovery via $_L$-Spectral $k$-Support Norm 2021 ·IEEE Journal of Selected Topics in Signal Processing* ·Andong Wang, Guoxu Zhou, Zhong Jin, Qibin Zhao	9
15	Hierarchical Factorization Strategy for High-Order Tensor and Application to Data Completion 2021 ·IEEE Signal Processing Letters ·(unknown), Guoxu Zhou, Qibin Zhao	6
16	Dynamic Double Classifiers Approximation for Cross-Domain Recognition 2020 ·IEEE Transactions on Cybernetics ·Xiaozhao Fang, Na Han, Guoxu Zhou, (unknown), Yong Xu, (unknown)	25
17	Projective Double Reconstructions Based Dictionary Learning Algorithm for Cross-Domain Recognition 2020 ·IEEE Transactions on Image Processing ·Na Han, Jigang Wu, Xiaozhao Fang, Shaohua Teng, Guoxu Zhou, Shengli Xie, Xuelong Li	19
18	Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins 2019 ·IEEE Transactions on Neural Networks and Learning Systems ·Kan Xie, Guoxu Zhou, Junjie Yang, Zhaoshui He, Shengli Xie	18
19	Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI breakdown → 2018 ·IEEE Transactions on Cybernetics ·Yu Zhang, Chang S. Nam, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki	280
20	Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization 2014 ·IEEE Signal Processing Letters ·Bo Li, Guoxu Zhou, Andrzej Cichocki	32

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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