Xin Li

9.7k total citations · 6 hit papers
221 papers, 6.3k citations indexed

About

Xin Li is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Computational Mechanics. According to data from OpenAlex, Xin Li has authored 221 papers receiving a total of 6.3k indexed citations (citations by other indexed papers that have themselves been cited), including 140 papers in Computer Vision and Pattern Recognition, 42 papers in Media Technology and 25 papers in Computational Mechanics. Recurrent topics in Xin Li's work include Image and Signal Denoising Methods (64 papers), Advanced Image Processing Techniques (54 papers) and Advanced Vision and Imaging (32 papers). Xin Li is often cited by papers focused on Image and Signal Denoising Methods (64 papers), Advanced Image Processing Techniques (54 papers) and Advanced Vision and Imaging (32 papers). Xin Li collaborates with scholars based in United States, China and Hong Kong. Xin Li's co-authors include Weisheng Dong, Guangming Shi, Lei Zhang, Jinjian Wu, Yi Ma, M.T. Orchard, Feng Huang, Tianwei Lin, Errui Ding and Shilei Wen and has published in prestigious journals such as Nature Communications, SHILAP Revista de lepidopterología and Applied Physics Letters.

In The Last Decade

Xin Li

196 papers receiving 6.1k citations

Hit Papers

Nonlocally Centralized Sparse Representation for Image Re... 2011 2026 2016 2021 2012 2012 2014 2016 2019 250 500 750 1000
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.

  1. Nonlocally Centralized Sparse Representation for Image Restoration
    2012 1.1k citations Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing profile →
  2. Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach
    2012 513 citations Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing profile →
  3. Compressive Sensing via Nonlocal Low-Rank Regularization
    2014 445 citations Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing profile →
  4. Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation
    2016 431 citations Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing profile →
  5. BMN: Boundary-Matching Network for Temporal Action Proposal Generation
    2019 369 citations Tianwei Lin, Xin Li et al. profile →
  6. Sparsity-based image denoising via dictionary learning and structural clustering
    2011 340 citations Weisheng Dong, Xin Li et al. profile →

Peers

Xin Li
Xiangchu Feng China
Junhui Hou Hong Kong
Weisheng Dong China
Anat Levin Israel
Guangcan Liu China
Meng Yang China
Ren Ng United States
Michal Irani Israel
Ce Liu United States
Yi Ma China
Xiangchu Feng China
Xin Li
Citations per year, relative to Xin Li Xin Li (= 1×) peers Xiangchu Feng

Countries citing papers authored by Xin Li

Since Specialization
Citations

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

Fields of papers citing papers by Xin Li

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xin Li

This figure shows the co-authorship network connecting the top 25 collaborators of Xin Li. A scholar is included among the top collaborators of Xin Li 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 Xin Li. Xin Li is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Tan, Qiaofeng, et al.. (2025). CDS-Net: Contextual Difference Sensitivity Network for Pixel-Wise Road Crack Detection. IEEE Transactions on Circuits and Systems for Video Technology. 35(6). 5223–5235. 1 indexed citations
2.
Yang, Fan, Xin Li, Zhicheng Jiao, et al.. (2025). SegMIC: A universal model for medical image segmentation through in-context learning. Pattern Recognition. 171. 112179–112179.
3.
Shi, Guangming, et al.. (2025). Local Uncertainty Energy Transfer for Active Domain Adaptation. IEEE Transactions on Image Processing. 34. 816–827. 1 indexed citations
4.
Wang, Jinge, et al.. (2024). Morning Glory Flower Detection in Aerial Images Using Semi-Supervised Segmentation with Gaussian Mixture Models. AgriEngineering. 6(1). 555–573. 1 indexed citations
5.
Zhang, Na, Wenqi Li, Chuanbo Hu, et al.. (2024). Can micro-expressions be used as a biomarker for autism spectrum disorder?. Frontiers in Neuroinformatics. 18. 1435091–1435091. 1 indexed citations
6.
Hu, Jiarui, Yanmin Zhou, Zhipeng Wang, et al.. (2024). X-Tacformer : Spatio-tempral Attention Model for Tactile Recognition. 9638–9644. 1 indexed citations
7.
Wu, Fangfang, et al.. (2024). Multi-Scale Spatio-Temporal Memory Network for Lightweight Video Denoising. IEEE Transactions on Image Processing. 33. 5810–5823. 1 indexed citations
8.
Wu, Fangfang, et al.. (2024). Uncertainty Modeling of the Transmission Map for Single Image Dehazing. IEEE Transactions on Circuits and Systems for Video Technology. 34(11). 11115–11127. 3 indexed citations
9.
Wang, Wenhua, et al.. (2023). Coupled analysis of monopile offshore wind turbine under modified three-dimensional seafloor ground motions. Soil Dynamics and Earthquake Engineering. 172. 108039–108039. 5 indexed citations
10.
Wang, Yichen, et al.. (2023). Deep Unfolding Network for Efficient Mixed Video Noise Removal. IEEE Transactions on Circuits and Systems for Video Technology. 33(9). 4715–4727. 13 indexed citations
11.
Dong, Weisheng, et al.. (2023). Uncertainty-Driven Knowledge Distillation for Language Model Compression. IEEE/ACM Transactions on Audio Speech and Language Processing. 31. 2850–2858. 7 indexed citations
12.
Dong, Weisheng, et al.. (2023). Adaptive Search-and-Training for Robust and Efficient Network Pruning. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(8). 9325–9338. 13 indexed citations
13.
Pan, Zhihong, Baopu Li, Dongliang He, et al.. (2022). Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 17368–17377. 28 indexed citations
14.
Zhang, Na, et al.. (2022). Discriminative Few Shot Learning of Facial Dynamics in Interview Videos for Autism Trait Classification. IEEE Transactions on Affective Computing. 14(2). 1110–1124. 24 indexed citations
15.
Li, Xin, et al.. (2022). Protocol for topology-preserving smoothing of BOLD fMRI retinotopic maps of the human visual cortex. STAR Protocols. 3(3). 101614–101614.
16.
Huang, Tao, Weisheng Dong, Jinjian Wu, et al.. (2022). Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization. IEEE Transactions on Computational Imaging. 8. 201–214. 59 indexed citations
17.
Dong, Weisheng, et al.. (2022). Searching Efficient Model-Guided Deep Network for Image Denoising. IEEE Transactions on Image Processing. 32. 668–681. 6 indexed citations
18.
Dong, Weisheng, et al.. (2021). Model-Guided Deep Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing. 30. 5754–5768. 171 indexed citations
19.
Dong, Weisheng, Huan Wang, Fangfang Wu, Guangming Shi, & Xin Li. (2019). Deep Spatial–Spectral Representation Learning for Hyperspectral Image Denoising. IEEE Transactions on Computational Imaging. 5(4). 635–648. 101 indexed citations
20.
Chui, Charles K., Xin Li, & H. N. Mhaskar. (1994). Neural networks for localized approximation. Mathematics of Computation. 63(208). 607–607. 63 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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