Xiaobo Liu

2.1k total citations · 1 hit paper
63 papers, 1.5k citations indexed

About

Xiaobo Liu is a scholar working on Media Technology, Computer Vision and Pattern Recognition and Artificial Intelligence. According to data from OpenAlex, Xiaobo Liu has authored 63 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Media Technology, 22 papers in Computer Vision and Pattern Recognition and 16 papers in Artificial Intelligence. Recurrent topics in Xiaobo Liu's work include Remote-Sensing Image Classification (31 papers), Advanced Image Fusion Techniques (14 papers) and Remote Sensing and Land Use (14 papers). Xiaobo Liu is often cited by papers focused on Remote-Sensing Image Classification (31 papers), Advanced Image Fusion Techniques (14 papers) and Remote Sensing and Land Use (14 papers). Xiaobo Liu collaborates with scholars based in China, Canada and Germany. Xiaobo Liu's co-authors include Zhihua Cai, Yaoming Cai, Edward G. Jones, Peyman Golshani, Zijia Zhang, Yongshan Zhang, Xinwei Jiang, Meng Zeng, Guangjun Wang and Zhentao Liu and has published in prestigious journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and Journal of Hazardous Materials.

In The Last Decade

Xiaobo Liu

54 papers receiving 1.5k 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.

BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image

2019 214 citations Yaoming Cai, Xiaobo Liu et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers

Xiaobo Liu

CVPR

Wei Tang United States

Zhaobin Wang China

Rui Feng China

Xin Xu China

Lin Qi China

Yanjiang Wang China

Chao Zhang China

Sarp Ertürk Türkiye

He Zhao China

Guillaume-Alexandre Bilodeau Canada

Wei Tang United States

Xiaobo Liu

488 ×0.6

357 ×0.9

CVPR

156 ×0.4

71 ×0.3

445 ×1.9

Citations per year, relative to Xiaobo Liu Xiaobo Liu (= 1×) peers Wei Tang

Countries citing papers authored by Xiaobo Liu

Since Specialization

Citations

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

Fields of papers citing papers by Xiaobo Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaobo Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaobo Liu. A scholar is included among the top collaborators of Xiaobo Liu 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 Xiaobo Liu. Xiaobo Liu 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

Huang, Yisen, et al.. (2025). Self-Supervised Electrocardiograph De-Noising. IEEE Access. 13. 31326–31334. 2 indexed citations

Zhang, Zijia, et al.. (2025). MMAGL: Multiobjective Multiview Attributed Graph Learning for Joint Clustering of Hyperspectral and LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing. 63. 1–14. 2 indexed citations

Guo, Cheng, et al.. (2025). Efficient remote sensing image classification using the novel STConvNeXt convolutional network. Scientific Reports. 15(1). 8406–8406. 2 indexed citations

Zhang, Zhen, Qiannan Yang, Shibei Xue, et al.. (2025). Lactobacillus helveticus mitigates diarrhea and inflammation induced by enterotoxigenic E. coli through rebalance of gut microbiota. Current Research in Food Science. 11. 101147–101147.

Tang, Haoran, Xiaobo Liu, Jiuyao Du, et al.. (2024). Synergistic Doping Strategy with Novel Multi‐Carbonyl Conductive Polymer Enables Stable Self‐Powered Perovskite Photodetectors. Small. 21(3). e2406568–e2406568. 1 indexed citations

Cai, Yaoming, et al.. (2024). Learning Unified Anchor Graph for Joint Clustering of Hyperspectral and LiDAR Data. IEEE Transactions on Neural Networks and Learning Systems. 36(4). 6341–6354. 21 indexed citations

Huang, Yisen, et al.. (2024). Association between phenotypic age and mortality risk in individuals with obesity: a retrospective cohort study. Frontiers in Public Health. 12. 1505066–1505066.

Cai, Yaoming, Zijia Zhang, Pedram Ghamisi, et al.. (2023). Transformer-based contrastive prototypical clustering for multimodal remote sensing data. Information Sciences. 649. 119655–119655. 24 indexed citations

Cai, Yaoming, Zijia Zhang, Pedram Ghamisi, et al.. (2023). Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification. ACM Transactions on Intelligent Systems and Technology. 14(3). 1–23. 6 indexed citations

10.

Lu, Pengyu, Xinwei Jiang, Yongshan Zhang, et al.. (2023). Spectral–Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing. 61. 1–15. 22 indexed citations

11.

Qu, Fuming, et al.. (2023). Study on the Stability Evolution Law of Expansive Soft Rock Roadway Affected by Seasonal Wet-Dry Cycle. Archives of Mining Sciences. 165–182. 1 indexed citations

12.

Cai, Yaoming, Zijia Zhang, Pedram Ghamisi, et al.. (2022). Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–13. 50 indexed citations

13.

Zhang, Zijia, Yaoming Cai, Wenyin Gong, et al.. (2021). Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15. 676–686. 12 indexed citations

14.

Cai, Yaoming, Zijia Zhang, Zhihua Cai, Xiaobo Liu, & Xinwei Jiang. (2021). Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image. IEEE Geoscience and Remote Sensing Letters. 19. 1–5. 40 indexed citations

15.

Jiang, Xinwei, et al.. (2021). Spectral–Spatial and Superpixelwise PCA for Unsupervised Feature Extraction of Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–10. 72 indexed citations

16.

Cai, Yaoming, Zijia Zhang, Xiaobo Liu, & Zhihua Cai. (2020). Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13. 4869–4880. 48 indexed citations

17.

Wen, Xin, Li Dong, Junjie Chen, et al.. (2020). Detecting the Information of Functional Connectivity Networks in Normal Aging Using Deep Learning From a Big Data Perspective. Frontiers in Neuroscience. 13. 1435–1435. 5 indexed citations

18.

Liu, Xiaobo, et al.. (2019). Ore Image Segmentation Method of Conveyor Belt Based on U-Net and Res_UNet Models. Journal of Northeastern University. 40(11). 1623. 5 indexed citations

19.

Liu, Xiaobo, et al.. (2019). Emotion Recognition Based on Multi-Composition Deep Forest and Transferred Convolutional Neural Network. Journal of Advanced Computational Intelligence and Intelligent Informatics. 23(5). 883–890. 4 indexed citations

20.

Liu, Xiaobo, Zhentao Liu, Guangjun Wang, Zhihua Cai, & Harry Zhang. (2017). Ensemble Transfer Learning Algorithm. IEEE Access. 6. 2389–2396. 79 indexed citations

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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