JF
Jianqing Fan
math.STstat.THstat.MEstat.MLcs.LGcs.ITmath.ITstat.APmath.OCecon.EM
On Valency
published · living versionsW_uydp7hvu·v1 · currentpublished
Penalized Composite Quasi-Likelihood for Ultrahigh-Dimensional Variable Selection
with Jelena Bradic, Weiwei Wang
1 version
W_d6hwqwyf·v1published
W_yvq4qvk3·v1published
Preprints & journals
259 papers in the corpus · 2004–2026A Rapid Poly(ethylene glycol)-Assisted Magnetic Isolation Approach for High-Throughput Extracellular Vesicle Isolation and Subsequent Biomarker Analysis.42708923 · Sun, Li, Duke, Leanne, Vied, Cynthia et al.2026 · 0 citationsACS nano. 2026;20(35):24492-24511
Self-rankings as a predictor of scientific impact beyond peer review.42637843 · Su, Buxin, Collina, Natalie, Wen, Garrett et al.2026 · 1 citationNature computational science. 2026;6(9):939-944
A Theory on Flow Matching with Neural Networks2606.10089v1 · Yihan He, Qishuo Yin, Yuan Cao et al.2026 · 0 citationsarXiv
Optimally taming biases in black-box models for efficient semiparametric estimation2606.06368v1 · Yihong Gu, Qishuo Yin, Tianxi Cai et al.2026 · 0 citationsarXiv
Rejoinder: The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review2605.25172v1 · Buxin Su, Jiayao Zhang, Natalie Collina et al.2026 · 0 citationsarXiv
Optimal Semiparametric Dynamic Pricing with Feature Diversity2605.04207v1 · Jinhang Chai, Yaqi Duan, Jianqing Fan et al.2026 · 0 citationsarXiv
Neural Generative Distributional Regression2605.02062v1 · Jinhang Chai, Jianqing Fan, Yihong Gu2026 · 0 citationsarXiv
SMART Fine-tuning Factor Augmented Neural Lasso2604.12288v2 · Jinhang Chai, Jianqing Fan, Cheng Gao et al.2026 · 0 citationsarXiv
Optimal Demixing of Nonparametric Densities2603.27457v1 · Jianqing Fan, Zheng Tracy Ke, Zhaoyang Shi2026 · 0 citationsarXiv
Anomalous Saturation of CO Adsorption at 26% on Cu(111) Governed by Nanometer-Scale Substrate-Mediated Interactions.41449869 · Chen, Pengcheng, Fan, Dingxin, Selloni, Annabella et al.2026 · 2 citationsJournal of the American Chemical Society. 2026;148(1):360-367
Optimal estimation of a factorizable density using diffusion models with ReLU neural networks2510.03994v1 · Jianqing Fan, Yihong Gu, Ximing Li2025 · 0 citationsarXiv
How to Find Fantastic AI Papers: Self-Rankings as a Powerful Predictor of Scientific Impact Beyond Peer Review2510.02143v2 · Buxin Su, Natalie Collina, Garrett Wen et al.2025 · 0 citationsarXiv
CINDES: Classification induced neural density estimator and simulator2510.00367v1 · Dehao Dai, Jianqing Fan, Yihong Gu et al.2025 · 0 citationsarXiv
Uncertainty Quantification for Ranking with Heterogeneous Preferences2509.01847v1 · Jianqing Fan, Hyukjun Kwon, Xiaonan Zhu2025 · 0 citationsarXiv
Feature Augmentations for High-Dimensional Learning2509.00232v1 · Xiaonan Zhu, Bingyan Wang, Jianqing Fan2025 · 0 citationsarXiv
Factor Informed Double Deep Learning For Average Treatment Effect Estimation2508.17136v1 · Jianqing Fan, Soham Jana, Sanjeev Kulkarni et al.2025 · 0 citationsarXiv
Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices2503.00640v1 · Jianqing Fan, Yingying Fan, Jinchi Lv et al.2025 · 0 citationsarXiv
Covariates-Adjusted Mixed-Membership Estimation: A Novel Network Model with Optimal Guarantees2502.06671v1 · Jianqing Fan, Jiawei Ge, Jikai Hou2025 · 0 citationsarXiv
Transformers versus the EM Algorithm in Multi-class Clustering2502.06007v1 · Yihan He, Hong-Yu Chen, Yuan Cao et al.2025 · 0 citationsarXiv
Transformers and Their Roles as Time Series Foundation Models2502.03383v1 · Dennis Wu, Yihan He, Yuan Cao et al.2025 · 1 citationarXiv
Fundamental Computational Limits in Pursuing Invariant Causal Prediction and Invariance-Guided Regularization2501.17354v1 · Yihong Gu, Cong Fang, Yang Xu et al.2025 · 0 citationsarXiv
Deep Transfer -Learning for Offline Non-Stationary Reinforcement Learning2501.04870v2 · Jinhang Chai, Elynn Chen, Jianqing Fan2025 · 2 citationsarXiv
Transformers Simulate MLE for Sequence Generation in Bayesian Networks2501.02547v2 · Yuan Cao, Yihan He, Dennis Wu et al.2025 · 0 citationsarXiv
Learning Spectral Methods by Transformers2501.01312v3 · Yihan He, Yuan Cao, Hong-Yu Chen et al.2025 · 0 citationsarXiv
Localized exploration in contextual dynamic pricing achieves dimension-free regret2412.19252v1 · Jinhang Chai, Yaqi Duan, Jianqing Fan et al.2024 · 0 citationsarXiv
Benign Overfitting in Out-of-Distribution Generalization of Linear Models2412.14474v1 · Shange Tang, Jiayun Wu, Jianqing Fan et al.2024 · 0 citationsarXiv
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context2411.10830v1 · Zihao Li, Yuan Cao, Cheng Gao et al.2024 · 0 citationsarXiv
Global Convergence in Training Large-Scale Transformers2410.23610v1 · Cheng Gao, Yuan Cao, Zihao Li et al.2024 · 1 citationarXiv
Optimal Estimation of Parameters in Degree Corrected Mixed Membership Models2410.07621v2 · Stephen Jiang, Jianqing Fan2024 · 0 citationsarXiv
Opportunities and challenges of diffusion models for generative AI.39554240 · Chen, Minshuo, Mei, Song, Fan, Jianqing et al.2024 · 81 citationsNational science review. 2024;11(12):nwae348
The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review2408.13430v3 · Buxin Su, Jiayao Zhang, Natalie Collina et al.2024 · 6 citationsarXiv
Factor Adjusted Spectral Clustering for Mixture Models2408.12564v1 · Shange Tang, Soham Jana, Jianqing Fan2024 · 1 citationarXiv
Conditional nonparametric variable screening by neural factor regression2408.10825v1 · Jianqing Fan, Weining Wang, Yue Zhao2024 · 0 citationsarXiv
Covariate Assisted Entity Ranking with Sparse Intrinsic Scores2407.08814v1 · Jianqing Fan, Jikai Hou, Mengxin Yu2024 · 1 citationarXiv
When can weak latent factors be statistically inferred?2407.03616v3 · Jianqing Fan, Yuling Yan, Yuheng Zheng2024 · 7 citationsarXiv
Factor Augmented Matrix Regression2405.17744v1 · Elynn Chen, Jianqing Fan, Xiaonan Zhu2024 · 0 citationsarXiv
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift2405.10302v2 · Jiawei Ge, Debarghya Mukherjee, Jianqing Fan2024 · 1 citationarXiv
Tests for principal eigenvalues and eigenvectors2405.06939v1 · Jianqing Fan, Yingying Li, Ningning Xia et al.2024 · 1 citationarXiv
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning2405.04715v5 · Yihong Gu, Cong Fang, Peter Buhlmann et al.2024 · 1 citationAnnals of Statistics, 53(5): 2230-2257, 2025
Two-way Homogeneity Pursuit for Quantile Network Vector Autoregression2404.18732v2 · Wenyang Liu, Ganggang Xu, Jianqing Fan et al.2024 · 0 citationsarXiv
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization2404.07771v1 · Minshuo Chen, Song Mei, Jianqing Fan et al.2024 · 23 citationsarXiv
A provable initialization and robust clustering method for general mixture models2401.05574v3 · Soham Jana, Jianqing Fan, Sanjeev Kulkarni2024 · 3 citationsarXiv
Structured Matrix Learning under Arbitrary Entrywise Dependence and Estimation of Markov Transition Kernel2401.02520v2 · Jinhang Chai, Jianqing Fan2024 · 0 citationsarXiv
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift2311.15961v1 · Jiawei Ge, Shange Tang, Jianqing Fan et al.2023 · 1 citationarXiv
Provably Efficient High-Dimensional Bandit Learning with Batched Feedbacks2311.13180v2 · Jianqing Fan, Zhaoran Wang, Zhuoran Yang et al.2023 · 1 citationarXiv
Robust Transfer Learning with Unreliable Source Data2310.04606v2 · Jianqing Fan, Cheng Gao, Jason M. Klusowski2023 · 1 citationarXiv
Neyman-Pearson and equal opportunity: when efficiency meets fairness in classification2310.01009v3 · Jianqing Fan, Xin Tong, Yanhui Wu et al.2023 · 0 citationsarXiv
Hidden Clique Inference in Random Ising Model I: the planted random field Curie-Weiss model2310.00667v2 · Yihan He, Han Liu, Jianqing Fan2023 · 0 citationsarXiv
Hidden Clique Inference in Random Ising Model II: the planted Sherrington-Kirkpatrick model2309.14192v2 · Yihan He, Han Liu, Jianqing Fan2023 · 0 citationsarXiv
A Bootstrap Hypothesis Test for High-Dimensional Mean Vectors2309.01254v1 · Alexander Giessing, Jianqing Fan2023 · 1 citationarXiv
Career total: 774 works. 259 are in this corpus.Showing the 50 most recent.
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