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.
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
20015.7k citationsJianqing Fan, Runze LiJournal of the American Statistical Associationprofile →
Sure Independence Screening for Ultrahigh Dimensional Feature Space
This map shows the geographic impact of Jianqing Fan'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 Jianqing Fan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jianqing Fan more than expected).
This network shows the impact of papers produced by Jianqing Fan. 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 Jianqing Fan. The network helps show where Jianqing Fan may publish in the future.
Co-authorship network of co-authors of Jianqing Fan
This figure shows the co-authorship network connecting the top 25 collaborators of Jianqing Fan.
A scholar is included among the top collaborators of Jianqing Fan 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 Jianqing Fan. Jianqing Fan is excluded from
the visualization to improve readability, since they are connected to all nodes in the network.
Fan, Jianqing, Yingying Fan, Xiao Han, & Jinchi Lv. (2019). Asymptotic Theory of Eigenvectors for Large Random Matrices. arXiv (Cornell University).4 indexed citations
Sun, Qiang, Wen‐Xin Zhou, & Jianqing Fan. (2018). Adaptive Huber Regression. Journal of the American Statistical Association. 115(529). 254–265.158 indexed citations
9.
Fan, Jianqing, et al.. (2018). An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application. Journal of Machine Learning Research. 18(207). 1–42.1 indexed citations
10.
Fan, Jianqing, Wenyan Gong, Chris Junchi Li, & Qiang Sun. (2018). Statistical Sparse Online Regression: A Diffusion Approximation Perspective.. International Conference on Artificial Intelligence and Statistics. 1017–1026.6 indexed citations
Fan, Jianqing & Runze Li. (2001). Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties. Journal of the American Statistical Association. 96(456). 1348–1360.5659 indexed citations breakdown →
19.
Fan, Jianqing, et al.. (1999). Variable Selection via Penalized Likelihood. eScholarship (California Digital Library).34 indexed citations
20.
Fan, Jianqing, Tien-Chung Hu, & Young K. Truong. (1994). Robust Non-parametric Function Estimation. Scandinavian Journal of Statistics. 21(4). 433–446.162 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.