Yi Lin

13.9k total citations · 3 hit papers
75 papers, 8.7k citations indexed

About

Yi Lin is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability. According to data from OpenAlex, Yi Lin has authored 75 papers receiving a total of 8.7k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Artificial Intelligence, 18 papers in Computer Vision and Pattern Recognition and 17 papers in Statistics and Probability. Recurrent topics in Yi Lin's work include Statistical Methods and Inference (15 papers), Land Use and Ecosystem Services (11 papers) and Remote-Sensing Image Classification (11 papers). Yi Lin is often cited by papers focused on Statistical Methods and Inference (15 papers), Land Use and Ecosystem Services (11 papers) and Remote-Sensing Image Classification (11 papers). Yi Lin collaborates with scholars based in China, United States and Germany. Yi Lin's co-authors include Ming Yuan, Grace Wahba, Yoonkyung Lee, Hao Helen Zhang, Yongho Jeon, Chenlei Leng, C.Y. Jim, Jinsong Deng, Jie Yu and Zifeng Wang and has published in prestigious journals such as Nature Communications, SHILAP Revista de lepidopterología and Journal of the American Statistical Association.

In The Last Decade

Yi Lin

70 papers receiving 8.2k citations

Hit Papers

Model Selection and Estimation in Regression with Grouped... 2004 2026 2011 2018 2005 2007 2004 1000 2.0k 3.0k 4.0k
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. Model Selection and Estimation in Regression with Grouped Variables
    2005 4.5k citations Yi Lin et al. profile →
  2. Model selection and estimation in the Gaussian graphical model
    2007 952 citations Yi Lin et al. profile →
  3. Multicategory Support Vector Machines
    2004 477 citations Yi Lin et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Yi Lin China 23 2.9k 2.8k 1.6k 1.6k 1.2k 75 8.7k
Ji Zhu United States 45 2.4k 0.8× 2.8k 1.0× 1.3k 0.8× 884 0.6× 1.4k 1.2× 157 9.3k
Ming Yuan United States 38 4.0k 1.4× 2.9k 1.0× 1.3k 0.8× 1.9k 1.2× 2.0k 1.6× 174 10.6k
J. S. Marron United States 57 5.3k 1.8× 3.6k 1.3× 1.4k 0.8× 554 0.4× 1.2k 1.0× 176 12.6k
Saharon Rosset Israel 35 1.3k 0.4× 2.4k 0.9× 1.3k 0.8× 825 0.5× 1.7k 1.3× 135 8.8k
Mark Girolami United Kingdom 51 1.0k 0.4× 3.3k 1.2× 1.3k 0.8× 454 0.3× 1.4k 1.2× 236 10.4k
Peter Hall Australia 53 5.1k 1.7× 2.7k 1.0× 1.9k 1.2× 541 0.3× 332 0.3× 315 10.9k
B. W. Silverman United Kingdom 24 2.8k 0.9× 1.4k 0.5× 988 0.6× 350 0.2× 467 0.4× 40 7.4k
Massimiliano Pontil United Kingdom 45 643 0.2× 4.8k 1.7× 3.7k 2.2× 1.6k 1.1× 1.2k 1.0× 139 10.7k
Sara van de Geer Switzerland 22 2.4k 0.8× 1.3k 0.5× 488 0.3× 873 0.6× 475 0.4× 64 4.7k

Countries citing papers authored by Yi Lin

Since Specialization
Citations

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

Fields of papers citing papers by Yi Lin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yi Lin

This figure shows the co-authorship network connecting the top 25 collaborators of Yi Lin. A scholar is included among the top collaborators of Yi Lin 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 Yi Lin. Yi Lin 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.
Yu, Jinhua, Dairong Chen, Yi Lin, et al.. (2025). Fine-grained building function recognition with street-view images and GIS map data via geometry-aware semi-supervised learning. International Journal of Applied Earth Observation and Geoinformation. 137. 104386–104386. 2 indexed citations
2.
Lin, Yi, et al.. (2025). YOLO-TCT: An Effective Network For Long-Tailed Cervical Cell Detection. 1–5. 1 indexed citations
3.
Liu, Lishan, Duanpo Wu, Yixuan Yuan, et al.. (2024). Global and multi-partition local network analysis of scalp EEG in West syndrome before and after treatment. Neural Networks. 179. 106540–106540. 1 indexed citations
4.
Xue, Guangfu, Yideng Cai, Xiyun Jin, et al.. (2024). Dimension reduction, cell clustering, and cell–cell communication inference for single-cell transcriptomics with DcjComm. Genome biology. 25(1). 241–241. 6 indexed citations
5.
Lin, Yi, et al.. (2024). A High Spatial Resolution Aerial Image Dataset and an Efficient Scene Classification Model. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–13. 5 indexed citations
6.
Ye, Qin, et al.. (2024). A coarse-to-fine visual geo-localization method for GNSS-denied UAV with oblique-view imagery. ISPRS Journal of Photogrammetry and Remote Sensing. 212. 306–322. 8 indexed citations
7.
8.
9.
Wang, Pingping, Shouping Xu, Tao Wang, et al.. (2024). Deciphering cell–cell communication at single-cell resolution for spatial transcriptomics with subgraph-based graph attention network. Nature Communications. 15(1). 7101–7101. 22 indexed citations
10.
He, Lianghua, et al.. (2023). AN IMPROVED MASK R-CNN: EXTRACTION OF DOOR AND WINDOW INSTANCES ON VILLAGE BUILDING FAÇADE IMAGES. SHILAP Revista de lepidopterología. X-1/W1-2023. 295–301. 1 indexed citations
11.
Lin, Yi, et al.. (2022). Spatiotemporal impacts of climate change and human activities on water resources and ecological sensitivity in the Mekong subregion in Cambodia. Environmental Science and Pollution Research. 30(2). 4023–4043. 9 indexed citations
12.
Lin, Yi, et al.. (2011). Method for camera calibration based on cross-ratio invariability. Jisuanji gongcheng yu sheji. 32(3). 1126–1129.
13.
Lin, Yi. (2009). Robust Algorithm of Matching SAR Image to Optical Image Using Multiple Subarea. Journal of Tongji University.
14.
Lin, Yi. (2009). 3D reconstruction of rotated surface based on contour lines. Jisuanji gongcheng yu sheji. 1 indexed citations
15.
Lin, Yi. (2008). Object-oriented classification of remote sensing data for change detection. 3 indexed citations
16.
Lin, Yi. (2008). Point-set clustering based on geometry-figure. Jisuanji gongcheng yu sheji. 1 indexed citations
17.
Lin, Yi. (2007). A Robust Matching Algorithm for SAR Image with Multiple Sub-areas. Acta Geodaetica et Cartographica Sinica. 4 indexed citations
18.
Zhang, Hao Helen & Yi Lin. (2006). COMPONENT SELECTION AND SMOOTHING FOR NONPARAMETRIC REGRESSION IN EXPONENTIAL FAMILIES. Statistica Sinica. 16(3). 1021–1041. 21 indexed citations
19.
Lin, Yi, et al.. (2006). AN EFFECTIVE METHOD FOR HIGH-DIMENSIONAL LOG-DENSITY ANOVA ESTIMATION, WITH APPLICATION TO NONPARAMETRIC GRAPHICAL MODEL BUILDING. Statistica Sinica. 16(2). 353–374. 14 indexed citations
20.
Chen, Bee-Chung, Lei Chen, Yi Lin, & Raghu Ramakrishnan. (2005). Prediction cubes. Very Large Data Bases. 982. 35 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Ji Zhu Breakdown of academic impact, for papers by Ming Yuan Breakdown of academic impact, for papers by J. S. Marron Breakdown of academic impact, for papers by Saharon Rosset Breakdown of academic impact, for papers by Mark Girolami Breakdown of academic impact, for papers by Peter Hall Breakdown of academic impact, for papers by B. W. Silverman Breakdown of academic impact, for papers by Massimiliano Pontil Breakdown of academic impact, for papers by Sara van de Geer
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