Jianqing Fan

Dalian Ocean University — China

Mathematics · Physical Sciences

100h-index53.5kcitations686works2.12yr avg
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Research Topics

Statistical Methods and Inference(296), Advanced Statistical Methods and Models(143), Financial Risk and Volatility Modeling(83), Statistical Methods and Bayesian Inference(80), Bayesian Methods and Mixture Models(67)

Publications686 total

How and When Are High-Frequency Stock Returns Predictable?
Management Science·2025
Engineering a targeted daphnetin delivery system to enhance spinal cord injury treatment effectiveness
Materials Today Bio·2025Open Access
Optimal estimation of a factorizable density using diffusion models with ReLU neural networks
arXiv (Cornell University)·2025Open Access
How to Find Fantastic AI Papers: Self-Rankings as a Powerful Predictor of Scientific Impact Beyond Peer Review
ArXiv.org·2025Open Access
Unearthing Financial Statement Fraud: Insights from News Coverage Analysis
Management Science·2025
Uncertainty Quantification for Ranking with Heterogeneous Preferences
arXiv (Cornell University)·2025Open Access
A Concrete Quantity Estimation Method for Distribution Network Projects Based on Modular Decomposition and Intelligent Optimization
2025
Optimal Selection of Windproof Reinforcement Schemes for Distribution Networks Based on Cost-Reliability Multi-Dimensional Coordination
2025
A Provable Initialization and Robust Clustering Method for General Mixture Models
IEEE Transactions on Information Theory·2025· 1 cited
Surface Atomic Defects and Self-Regulated CO Adsorption on Cu(111): Insights from High-Resolution Scanning Probe Microscopy
Microscopy and Microanalysis·2025· 1 cited
Communication-Efficient Distributed Estimation and Inference for Cox’s Model
Journal of the American Statistical Association·2025· 2 cited
The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review
UNC Libraries·2025Open Access
The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review
Journal of the American Statistical Association·2025· 1 cited
A decade-long perspective on marine health changes in Dalian, China
Frontiers in Marine Science·2025Open Access
Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices
arXiv (Cornell University)·2025Open Access
Covariates-Adjusted Mixed-Membership Estimation: A Novel Network Model with Optimal Guarantees
arXiv (Cornell University)·2025Open Access
Transformers versus the EM Algorithm in Multi-class Clustering
arXiv (Cornell University)·2025Open Access
Transformers and Their Roles as Time Series Foundation Models
arXiv (Cornell University)·2025· 1 citedOpen Access
Fundamental Computational Limits in Pursuing Invariant Causal Prediction and Invariance-Guided Regularization
arXiv (Cornell University)·2025Open Access
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model
arXiv (Cornell University)·2025· 1 citedOpen Access
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Frequent Co-authors

Runze Li(6), Jinchi Lv(4), Yichao Wu(4), Yuan Liao(4), Qiwei Yao(3), Irène Gijbels(3), Yang Feng(3), Han Liu(2), Martina Mincheva(2), M. P. Wand(2), Yingying Fan(2), Tao Huang(2), Rui Song(2), Zongwu Cai(2), Nicholas Locantore(2), J. S. Marron(2), Douglas G. Simpson(2), N. Tripoli(2), J. T. Zhang(2), K. L. Cohen(2)