Jianqing Fan

MathematicsEconomics, Econometrics and FinanceComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 24 papers. Top paper: “Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties”.

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

Journal of the American Statistical Association(2001)10.1198/016214501753382273

N/A

1.4DataRank · unranked

9118 citations

Runze Li, Jianqing Fan

Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization

SIAM Journal on Optimization(2020)10.1137/19m1290000

N/A

0.689DataRank · unranked

98 citations

Yuejie Chi, Jianqing Fan, Cong Ma, Yuling Yan, Yuxin Chen

Bridging convex and nonconvex optimization in robust PCA: Noise, outliers and missing data

The Annals of Statistics(2021)10.1214/21-aos2066

N/A

0.609DataRank · unranked

57 citations

Jianqing Fan, Cong Ma, Yuling Yan, Yuxin Chen

Communication-Efficient Accurate Statistical Estimation

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1969238

N/A

0.524DataRank · unranked

32 citations

Yongyi Guo, Kaizheng Wang, Jianqing Fan

A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models

Journal of Econometrics(2020)10.1016/j.jeconom.2019.12.016

N/A

0.524DataRank · unranked

32 citations

Yang Feng, Lucy Xia, Jianqing Fan

Optimal Covariate Balancing Conditions in Propensity Score Estimation

Journal of Business and Economic Statistics(2021)10.1080/07350015.2021.2002159

N/A

0.489DataRank · unranked

25 citations

Kosuke Imai, Inbeom Lee, Han Liu, Yang Ning, Xiaolin Yang +1 more

Asymmetry helps: Eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices

The Annals of Statistics(2021)10.1214/20-aos1963

N/A

0DataRank · unranked

19 citations

Cheng Chen, Jianqing Fan, Yuxin Chen

Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution Under Random Designs

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1956501

N/A

0DataRank · unranked

14 citations

Jianqing Fan, Bingyan Wang, Yuling Yan, Yuxin Chen

Bayesian factor-adjusted sparse regression

Journal of Econometrics(2021)10.1016/j.jeconom.2020.06.012

N/A

0DataRank · unranked

8 citations

Bai Jiang, Qiang Sun, Jianqing Fan

Hazard models with varying coefficients for multivariate failure time data

UNC Libraries(2021)10.17615/mvgj-9x27

N/A

0DataRank · unranked

4 citations

Jianqing Fan, Yong Zhou, Jianwen Cai, Haibo Zhou

Inference for Heteroskedastic PCA with Missing Data

arXiv (Cornell University)(2021)10.48550/arxiv.2107.12365

N/A

0DataRank · unranked

7 citations

Yuxin Chen, Jianqing Fan, Yuling Yan

Optimal Covariate Balancing Conditions in Propensity Score Estimation

arXiv (Cornell University)(2021)10.48550/arxiv.2108.01255

N/A

0DataRank · unranked

4 citations

Kosuke Imai, Inbeom Lee, Han Liu, Yang Ning, Xiaolin Yang +1 more

The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases

arXiv (Cornell University)(2021)10.48550/arxiv.2101.02113

N/A

0DataRank · unranked

0 citations

Yang Feng, Hamza Chiheb, Jianqing Fan, Francesca Tang

Understanding Implicit Regularization in Over-Parameterized Single Index Model

Journal of the American Statistical Association(2022)10.1080/01621459.2022.2044824

N/A

0DataRank · unranked

14 citations

Zhuoran Yang, Mengxin Yu, Jianqing Fan

Are Latent Factor Regression and Sparse Regression Adequate?

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2169700

N/A

0DataRank · unranked

57 citations

Zhipeng Lou, Mengxin Yu, Jianqing Fan

Inference for heteroskedastic PCA with missing data

The Annals of Statistics(2024)10.1214/24-aos2366

N/A

0DataRank · unranked

10 citations

Yuxin Chen, Jianqing Fan, Yuling Yan

Global Convergence in Training Large-Scale Transformers

arXiv (Cornell University)(2024)10.48550/arxiv.2410.23610

N/A

0DataRank · unranked

0 citations

Yuan Cao, Zihao Li, Yihan He, Mengdi Wang, Han Liu +3 more

One-Layer Transformer Provably Learns One-Nearest Neighbor In Context

arXiv (Cornell University)(2024)10.48550/arxiv.2411.10830

N/A

0DataRank · unranked

0 citations

Yuan Cao, Cheng Gao, Yihan He, Han Liu, Jason M. Klusowski +3 more

How to Find Fantastic AI Papers: Self-Rankings as a Powerful Predictor of Scientific Impact Beyond Peer Review

arXiv (Cornell University)(2025)10.48550/arxiv.2510.02143

N/A

0DataRank · unranked

0 citations

Natalie Collina, Guangrui Wen, Didong Li, Kyunghyun Cho, Jianqing Fan +3 more

Entrywise eigenvector analysis of random matrices with low expected rank

The Annals of Statistics(2020)10.1214/19-aos1854

N/A

0DataRank · unranked

174 citations

Jianqing Fan, Kaizheng Wang, Yiqiao Zhong, Emmanuel Abbé

Factor-adjusted regularized model selection

Journal of Econometrics(2020)10.1016/j.jeconom.2020.01.006

N/A

0DataRank · unranked

99 citations

Yuan Ke, Kaizheng Wang, Jianqing Fan

Comment on “A Tuning-Free Robust and Efficient Approach to High-Dimensional Regression”

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1837138

N/A

0DataRank · unranked

4 citations

Cong Ma, Kaizheng Wang, Jianqing Fan

Gaining efficiency via weighted estimators for multivariate failure time data

UNC Libraries(2020)10.17615/wdtf-c958

N/A

0DataRank · unranked

0 citations

Min Chen, Jianwen Cai, Jianqing Fan, Yong Zhou

Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions

UNC Libraries(2020)10.17615/ende-fc60

N/A

0DataRank · unranked

0 citations

Yuyan Wang, Jianqing Fan, Quefeng Li