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Danyang Huang

Renmin University of China (from arXiv:2403.16773, 2024) · ORCID · OpenAlex

26 papers in scope · 25 published · 1 on the econ.EM arXiv · 370 citations · h-index 11 (over the papers listed here)

Papers

(1 of 26)

Reduced rank multivariate spatial autoregressive model for large-scale networks
published2026 · Journal of Econometrics
with Tianyi Zhu, Dan Pu, Yingying Ma, Wei Lan
Journal of Econometrics
Adaptive Subsampling Spectral Clustering Based on Second‐Order Neighbour Relationships for Sparse Networks
published2025 · Stat · 1 citations
with Yehan Xiao, Yingqiu Zhu
Stat
A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques
published2024 · Statistical Theory and Related Fields · 21 citations
with Xuetong Li, Yuan Gao, Hong Chang, Yingying Ma, Rui Pan, Haobo Qi, Feifei Wang, Shuyuan Wu, Ke Xu, Jing Zhou, Xuening Zhu, Yingqiu Zhu, …
Statistical Theory and Related Fields
Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks
published2024 · ACM Transactions on Knowledge Discovery from Data · 1 citations
with Jiayi Deng, Bo Zhang
ACM Transactions on Knowledge Discovery from Data
Privacy-Protected Spatial Autoregressive Model
working paper2024 · arXiv
with Ziyi Kong, Shuyuan Wu, Hansheng Wang
Paper profile arXiv arXiv:2403.16773
Subsampling-based modified Bayesian information criterion for large-scale stochastic block models
published2024 · Electronic Journal of Statistics · first circulated 2023
with Jiayi Deng, Xiangyu Chang, Bo Zhang
Electronic Journal of Statistics
Subsampling spectral clustering for stochastic block models in large-scale networks
published2023 · Computational Statistics & Data Analysis · 13 citations
with Jiayi Deng, Yi Ding, Yingqiu Zhu, Bing-Yi Jing, Bo Zhang
Computational Statistics & Data Analysis
Quasi-Newton updating for large-scale distributed learning
published2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 11 citations
with Shuyuan Wu, Hansheng Wang, Wu Shuyuan, Wang Hansheng
Journal of the Royal Statistical Society Series B (Statistical Methodology)
Grouped spatial autoregressive model
published2022 · Computational Statistics & Data Analysis · 8 citations
with Wei Hu, Bing-Yi Jing, Bo Zhang
Computational Statistics & Data Analysis
Network Gradient Descent Algorithm for Decentralized Federated Learning
published2022 · Journal of Business and Economic Statistics · 15 citations
with Shuyuan Wu, Hansheng Wang
Journal of Business and Economic Statistics
Distributed one-step upgraded estimation for non-uniformly and non-randomly distributed data
published2021 · Computational Statistics & Data Analysis · 16 citations
with Feifei Wang, Yingqiu Zhu, Haobo Qi, Hansheng Wang
Computational Statistics & Data Analysis
Automatic, dynamic, and nearly optimal learning rate specification via local quadratic approximation
published2021 · Neural Networks · 10 citations · first circulated 2020
with Yingqiu Zhu, Yuan Gao, Rui Wu, Yu Chen, Bo Zhang, Hansheng Wang
Neural Networks
Crawling subsampling for multivariate spatial autoregression model in large-scale networks
published2021 · Electronic Journal of Statistics · 3 citations
with Wei Hu, Bing-Yi Jing, Bo Zhang
Electronic Journal of Statistics
Two-mode network autoregressive model for large-scale networks
published2020 · Journal of Econometrics · 25 citations
with Feifei Wang, Xuening Zhu, Hansheng Wang
Journal of Econometrics
Multivariate spatial autoregressive model for large scale social networks
published2019 · Journal of Econometrics · 55 citations
with Xuening Zhu, Rui Pan, Hansheng Wang
Journal of Econometrics
Feature Screening for Network Autoregression Model
published2019 · Statistica Sinica · 5 citations
with Xuening Zhu, Runze Li, Hansheng Wang
Statistica Sinica
Testing and Estimation of Social Network Dependence With Time to Event Data
published2019 · Journal of the American Statistical Association · 32 citations
with Lin Su, Wenbin Lu, Rui Song
Journal of the American Statistical Association
MODELING AND ESTIMATION OF CONTAGION-BASED SOCIAL NETWORK DEPENDENCE WITH TIME-TO-EVENT DATA
published2019 · Statistica Sinica
with Lin Yu, Wenbin Lu
Statistica Sinica
Least squares estimation of spatial autoregressive models for large-scale social networks
published2019 · Electronic Journal of Statistics · 22 citations
with Wei Lan, Hao Helen Zhang, Hansheng Wang
Electronic Journal of Statistics
Network-based naive Bayes model for social network
published2017 · Science China Mathematics · 5 citations
with Guoyu Guan, Jing Zhou, Hansheng Wang
Science China Mathematics
A Popularity Scaled Latent Space Model for Large-Scale Directed Social Network
published2017 · Statistica Sinica · 7 citations
with Xiangyu Chang, Hansheng Wang
Statistica Sinica
Spatial autoregression with repeated measurements for social networks
published2017 · Communication in Statistics-Theory and Methods · 5 citations
with Xiangyu Chang, Hansheng Wang
Communication in Statistics-Theory and Methods
RFMS Method for Credit Scoring Based on Bank Card Transaction Data
published2017 · Statistica Sinica · 10 citations
with Jing Zhou, Hansheng Wang
Statistica Sinica
A dynamic logistic regression for network link prediction
published2016 · Science China Mathematics · 13 citations
with Jing Zhou, Hansheng Wang
Science China Mathematics
A Statistical Model for Social Network Labeling
published2015 · Journal of Business and Economic Statistics · 14 citations
with Jun Yin, Tao Shi, Hansheng Wang
Journal of Business and Economic Statistics
Feature Screening for Ultrahigh Dimensional Categorical Data With Applications
published2013 · Journal of Business and Economic Statistics · 78 citations
with Runze Li, Hansheng Wang
Journal of Business and Economic Statistics

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.