Zongben Xu

16.0k total citations · 7 hit papers
301 papers, 10.7k citations indexed

About

Zongben Xu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics. According to data from OpenAlex, Zongben Xu has authored 301 papers receiving a total of 10.7k indexed citations (citations by other indexed papers that have themselves been cited), including 99 papers in Artificial Intelligence, 84 papers in Computer Vision and Pattern Recognition and 68 papers in Computational Mechanics. Recurrent topics in Zongben Xu's work include Sparse and Compressive Sensing Techniques (55 papers), Image and Signal Denoising Methods (37 papers) and Neural Networks and Applications (33 papers). Zongben Xu is often cited by papers focused on Sparse and Compressive Sensing Techniques (55 papers), Image and Signal Denoising Methods (37 papers) and Neural Networks and Applications (33 papers). Zongben Xu collaborates with scholars based in China, Hong Kong and United States. Zongben Xu's co-authors include Deyu Meng, Jian Sun, Qian Zhao, Yan Yang, Huibin Li, Jian Sun, Qi Xie, Xiangyong Cao, G. F. Roach and Jigen Peng and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Zongben Xu

284 papers receiving 10.4k citations

Hit Papers

5 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.

Deep ADMM-Net for compressive sensing MRI

2016 564 citations Yan Yang, Jian Sun et al. Neural Information Processing Systems profile →
ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing

2018 560 citations Yan Yang, Jian Sun et al. profile →
Image Inpainting by Patch Propagation Using Patch Sparsity

2010 383 citations Zongben Xu et al. profile →
Model-Driven Deep Learning for Physical Layer Communications

2019 327 citations Feifei Gao, Geoffrey Ye Li et al. profile →
Semi-Supervised Transfer Learning for Image Rain Removal

2019 311 citations Deyu Meng, Qian Zhao et al. profile →
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising

2014 290 citations Deyu Meng, Zongben Xu et al. profile →
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning

2020 282 citations Zongben Xu, Deyu Meng et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers

Countries citing papers authored by Zongben Xu

Since Specialization

Citations

This map shows the geographic impact of Zongben Xu'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 Zongben Xu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zongben Xu more than expected).

Fields of papers citing papers by Zongben Xu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zongben Xu. 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 Zongben Xu. The network helps show where Zongben Xu may publish in the future.

Co-authorship network of co-authors of Zongben Xu

This figure shows the co-authorship network connecting the top 25 collaborators of Zongben Xu. A scholar is included among the top collaborators of Zongben Xu 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 Zongben Xu. Zongben Xu 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	Uncertainty Awareness in Wireless Communications and Sensing 2025 ·IEEE Communications Magazine ·(unknown), Wei Dai, Jianyong Sun, Zongben Xu, Geoffrey Ye Li	0
2	Deep Learning-Empowered Secure Predictive Beamforming Design for Integrated Sensing and Communications Systems 2025 ·IEEE Transactions on Wireless Communications ·(unknown), Zhen Qiao, Faheem A. Khan, (unknown), Zhiqiang Wei, (unknown), Zongben Xu, Derrick Wing Kwan Ng	1
3	Hyperspectral Image Denoising by Pixel-Wise Noise Modeling and TV-Oriented Deep Image Prior 2024 ·Remote Sensing ·(unknown), Qian Zhao, Zongben Xu	3
4	ISP-IRLNet: Joint optimization of interpretable sampler and implicit regularization learning network for accelerated MRI 2024 ·Pattern Recognition ·X.P. Li, Yan Yang, Hairong Zheng, Zongben Xu	4
5	COFFEE: Covariance Fitting and Focusing for Wideband Direction-of-Arrival Estimation 2024 ·IEEE Transactions on Signal Processing ·(unknown), Zai Yang, Zhiqiang Wei, Robert Schober, Zongben Xu	0
6	Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation 2024 ·SIAM Journal on Matrix Analysis and Applications ·(unknown), Zai Yang, Zongben Xu	3
7	A Gradient-based Method for Differential Evolution Parameter Control by Smoothing 2024 ·Proceedings of the Genetic and Evolutionary Computation Conference Companion ·(unknown), (unknown), Jianyong Sun, Ali Wagdy Mohamed, Zongben Xu	1
8	Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network 2023 ·Knowledge-Based Systems ·(unknown), Jianyong Sun, Zongben Xu	11
9	Learning-based local weighted least squares for algebraic multigrid method 2023 ·Journal of Computational Physics ·(unknown), (unknown), Jian Sun, Zongben Xu	1
10	Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER) 2023 ·IEEE Transactions on Signal Processing ·(unknown), Zai Yang, Zongben Xu	10
11	Understanding Deep MIMO Detection 2023 ·IEEE Transactions on Wireless Communications ·Qiang Hu, Feifei Gao, Hao Zhang, Geoffrey Ye Li, Zongben Xu	11
12	Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique 2023 ·IEEE Transactions on Wireless Communications ·(unknown), Zai Yang, Zhiqiang Wei, Zongben Xu	9
13	MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging 2023 ·IEEE Transactions on Computational Imaging ·Jiazhen Wang, Yan Yang, Heran Yang, Chunfeng Lian, Zongben Xu, Jian Sun	8
14	Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm 2022 ·IEEE Transactions on Emerging Topics in Computational Intelligence ·(unknown), Jianyong Sun, (unknown), (unknown), Zongben Xu	4
15	MIMO Detector Selection With Federated Learning 2022 ·IEEE Transactions on Wireless Communications ·Yuwen Yang, Feifei Gao, Jiang Xue, Ting Zhou, Zongben Xu	4
16	Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach 2022 ·IEEE Transactions on Signal Processing ·(unknown), Zai Yang, Petre Stoica, Zongben Xu	18
17	Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing 2020 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Yao Wang, Xi-Le Zhao, Jonathan Cheung-Wai Chan, Zongben Xu, Deyu Meng	39
18	Large-Dimensional Seismic Inversion Using Global Optimization With Autoencoder-Based Model Dimensionality Reduction 2020 ·IEEE Transactions on Geoscience and Remote Sensing ·Zhaoqi Gao, Chuang Li, Naihao Liu, Zhibin Pan, Jinghuai Gao, Zongben Xu	24
19	Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting 2019 ·Neural Information Processing Systems ·Jun Shu, Qi Xie, (unknown), Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng	54
20	Deep ADMM-Net for compressive sensing MRI breakdown → 2016 ·Neural Information Processing Systems ·Yan Yang, Jian Sun, Huibin Li, Zongben Xu	564

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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