贡献报告
Contribution Session
| Name | Affiliation | Title |
| Contribution Session CS001：Recent advances in reinforcement learning | ||
| Chair：Xiaodong Yan (Shandong University) | ||
| Fanyu Meng | Shandong University | Unobserved Structural Changes in the Factor-Augmented Panel Quantile Model |
| Jianqi Feng | Shandong University | Reinforcement Learning for Survival Analysis |
| zhang yu | Shandong University | A Fast Optimal Hyperparameter Selection Based on Bandits for Streaming Data |
| Wei Wang | Shandong University | 非平稳强化学习环境下的策略评估 |
| Zhimiao Cao | Shandong University | Reinforcement learning in interval-censored data |
| Contribution Session CS002：Recent advances in deep learning | ||
| Chair：Feifei Wang (Renmin University of China) | ||
| Hanchao Yan | Renmin University of China | Auxiliary Learning and its Statistical Understanding |
| Chunlan Zhao | Southwest Petroleum University | A multi-feature fusion deep learning prediction method for production of tight gas reservoirs. |
| Qianglin Wen | Yunnan University | AN ANALYSIS OF SWITCHBACK DESIGNS IN REINFORCEMENT LEARNING |
| Wenxuan Ma | Renmin University of China | Unlocking the Power of AI: Deep Learning of Volatility is Indispensable |
| Shaodan Hou | Southwest Petroleum University | Production prediction of tight gas reservoirs based on deep learning BWO-TFT model. |
| Contribution Session CS003：Recent advances in mixture Model | ||
| Chair：Xiaojun Song (Peking University) | ||
| Baichen Yu | Peking University | A Gaussian Mixture Model for Multiple Instance Learning with Partially Subsampled Instances |
| Tianyu Xie | Peking University | ARTree: A Deep Autoregressive Model for Phylogenetic Inference |
| Siyao Cheng | Northeast Normal University | Estimating IRT Models under Gaussian Mixture Modelling of Latent Traits: An Application of MSAEM Algorithm |
| Xuetong Li | Peking University | Gaussian Mixture Model with Rare Events |
| Shi Zhang | University of Manitoba | Mixed Models for Longitudinal Binary Outcomes with Crossed Random Effects |
| Contribution Session CS004：Statistical hypothesis testing in complex data | ||
| Chair：Yanlin Tang (East China Normal University) | ||
| Xiaotong Lin | National University of Singapore (NUS) | Hypothesis Testing in Gaussian Graphical Models: Goodness-of-Fit and Conditional Randomization Tests |
| Yashuang Li | Yunnan University | Robust Estimation and Testing for GARCH Models via Exponentially Tilted Empirical Likelihood |
| Xian Shi | East China Normal University | A Bayesian phase I/II platform design for multiple indications with mixed types of endpoints of toxicity and efficacy |
| Jie Yan | Central University of Finance and Economics | Elevating Federated Clustering: Deep Generative Models and Contrastive Learning Strategies |
| Yutao Jiang | Anhui University of Finance and Economics | The Lose-Lose or All-Lose Consequences: Assessing the International Economic Impact of Sino–U.S. Technological Decoupling |
| Contribution Session CS005：Recent advances in bayesian anlysis | ||
| Chair：Zhuosong Zhang ( Southern University of Science and Technology) | ||
| Wenting Liu | Yunnan University | Variational Bayesian approach for analyzing interval-censored data under the proportional hazards model |
| Zhexin Lu | Changchun University of Technology | Bayesian analysis of partial functional linear additive regression model for censored data based on heavy-tailed distributions |
| Yian Yu | Southern University of Science and Technology | Bayesian regression analysis for elliptical dependent variables |
| Longlin Yu | Peking University | SEMI-IMPLICIT VARIATIONAL INFERENCE VIA SCORE MATCHING |
| Yimang Zhang | Southern University of Science and Technology | Bayesian analysis of nonlinear structured latent factor models using a Gaussian Process Prior |
| Contribution Session CS006：Bayesian and casual inference | ||
| Chair：Yingying Zhang (Yunnan University) | ||
| Yingying Zhang | Yunnan University | The Empirical Bayes Estimators of the Variance Parameter of the Normal Distribution with a Conjugate Inverse Gamma Prior under Stein's Loss Function |
| Feng Xie | Beijing Technology and Business University | Local Causal Structure Learning and Causal Effect Estimating in the Presence of Latent Variables |
| Shaojie Wei | Beijing Technology and Business University | Multiply robust causal inference in the presence of an error-prone treatment |
| Ruoxu Tan | Tongji University | Causal Effect of Functional Treatment |
| Jun Wang | Yunnan University | Statistical learning estimation of treatment effect under covariate-adaptive randomization |
| Contribution Session CS007：Precision medicine and survival data | ||
|
Chair: Shishun Zhao (Jilin University) |
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| Kaidi Kong | Beijing University of Technology | Flexible regression methods for estimating optimal individualized treatment regimes with scalar and functional covariates |
| Rujia Zheng | Northeast Normal University | A Doubly Robust Estimation in Learning Optimal Individualized Treatment Regimes with Survival Outcomes |
| Jiming Chen | Yunnan University | Generalized linear mixed-effects joint model for longitudinal and bivariate survival data |
| Yichen Lou | Jilin University | A New and Unified Method for Regression Analysis of Interval-censored Failure Time Data under Semiparametric Transformation Models with Missing Covariates |
| Mingyue Qiu | Capital Normal University | Bayesian Transformation Model for Spatial Partly Interval-censored Data |
| Contribution Session CS008：Factor models and bayesian anlysis | ||
| Chair: Feng Xie (Beijing Technology and Business University ) | ||
| Shanshan Luo | Beijing Technology and Business University | Assessing the causes of continuous effects by posterior effects of causes |
| Xu Liu | Shandong University of Finance and Economics | Forecasting Midprice Movement of HFT Data With Bayesian Stochastic Attention-Based Neural Bag of Implicit Feature Models |
| Siwei Wang | Hunan University | Forecasting Using Nonlinear Factor Models with Nonparametrically Targeted Predictors |
| Tong Su | Yunnan University | Sparse Multicategory Generalized Distance Weighted Discrimination in Ultra-High Dimensions |
| Wan Tian | Beijing University of Posts and Telecommunications | Feature calibration for computer models |
| Contribution Session CS009：Complex data analysis | ||
| Chair: Xia Chen (Shaanxi Normal University) | ||
| Guanglin Huang | Southwestern University of Finance and Economics | Estimation of non-Gaussian factors using higher-order multi-cumulants in weak factor models |
| Mingjing Chen | Chongqing Technology And Business University | One-way and Two-way Matrix Factor Models |
| Yi Sun | Xinjiang University | Structural Dimension Reduction in Bayesian Networks |
| Pei Wang | Henan University | 融合先验信息的两阶段基因选择及其在组学数据挖掘中的应用 |
| Xia Chen | Shaanxi Normal University | Power-enhanced projection test for high-dimensional mean vectors |
| Contribution Session CS0010：Recent advances in statistical learning methods | ||
| Chair: Shiyang Ma (Shanghai Jiao Tong University) | ||
| Xiao Liu | Shanghai Jiao Tong University | Efficient and Provable Online Reduced Rank Regression via Online Gradient Descent |
| Kejie Tang | Shanghai Jiao Tong University | Acceleration of Stochastic Gradient Descent with Momentum by Averaging: Finite-Sample Rates and Asymptotic Normality |
| Xuefei Cao | Nankai University | An adaptive ABC-MCMC with Global-Local proposals |
| Shan Dai | The Chinese University of Hong Kong (Shenzhen) | Large Deviation Algorithms for the Thresholding Bandit Problem |
| Yuhao Deng | University of Michigan | Computationally efficient methods for estimating co-heritability of multivariate phenotypes using biobank data |
| Contribution Session CS011：Causal inference and applications | ||
| Chair: Weijuan Wang ( Renmin University of China) | ||
| Jiawei Shan | Renmin University of China | Efficient Nonparametric Inference of Causal Mediation Effects with Nonignorable Missing Confounders |
| Xiaorui Wang | Southern University of Science and Technology | Multiply Robust Estimation for General Multivalued Treatment Effects with Missing Outcomes |
| Xuqiao Li | Sun Yat-sen University | Matching-Based Policy Learning with Observational Data |
| Chao Zhang | Beijing Technology and Business University | Prospective and retrospective causal inferences based on the potential outcomes framework. |
| Ping Zhang | Peking university | Causal attribution with confidence |
| Contribution Session CS012：Recent advances in statistical Inference | ||
| Chair: Xiaowei Yue (Tsinghua University) | ||
| Yuxin Tao | Tsinghua University | Statistical Inference for Power Autoregressive Conditional Duration Models with Stable Innovations |
| Tonghui Yu | Nanyang Technological University | Exploring causal effects of hormone- and radio-treatments in an observational study of breast cancer under semi-competing risks setting |
| Hanyue Chen | Peking University | A Statistical Review on the Optimal Fingerprinting Approach in Climate Change Studies |
| Sheng Fu | Nankai University | A novel approach for identifying genetic associations with heterogeneous cancer subtypes risk |
| Han Yan | Peking University | Statistical Inference for Four-Regime Segmented Regression Models |
| Contribution Session CS013：Statistical Inference for functional/time series data | ||
| Chair: Lin Hou (Tsinghua University) | ||
| Zerui Guo | Sun Yat-sen University | Unified Principal Components Analysis of Irregularly Observed Functional Time Series |
| Zihan Wang | Tsinghua University | Factor modelling for matrix-variate functional time series in high dimensions |
| Chenlin Zhang | Southwestern University of Finance and Economics | Functional data analysis with covariate-dependent mean and covariance structures |
| Jiasheng Li | The Chinese University of Hong Kong, Shenzhen (CUHK | Differential inference for scATAC-seq data |
| Chenxiao Dai | Tsinghua University | 重访泊松自回归模型：结构与统计推断 |
| Contribution Session CS014：Ultrahigh dimensional statistical inference | ||
| Chair: Xianpeng Zong (Beijing University of Technology) | ||
| Jiaxin Shi | Peking University | Mixture Conditional Regression with Ultrahigh Dimensional Text Data for Estimating Extralegal Factor Effects |
| Zhentao Tian | Beijing University of Technology | Variation of conditional mean and its application in ultrahigh dimensional feature screening |
| Juan Li | Yunnan University | Feature Screening for Ultra High Dimensional Data via Adapted Sliced Wasserstein Correlation Coefficient |
| Ke Yu | Shanghai Jiaotong University | A sequential feature selection procedure for high dimensional Cox proportional hazards model with main and interaction effects |
| Hao-Xuan Sun | Peking University | High-dimensional Ensemble Kalman Filter with Localization, Inflation and Iterative Updates |
| Contribution Session CS015：High dimensional statistical inference | ||
| Chair: Jingru Zhang ( Fudan University) | ||
| Jingkun Qiu | Peking University | Beyond detection boundary: Minimax deficiency for two-sample mean tests in high dimensions |
| Yidan Cui | Shanghai Jiao Tong University | Mediation analysis in longitudinal study with high-dimensional methylation mediators |
| Ruiqi Bai | Fudan University | Estimation and Inference for High-Dimensional Quantile Regression with Knowledge Transfer under Distribution Shift |
| Zhangshuang Sun | Shanghai University of Engineering Science | Enhancing High-Dimensional Dynamic Covariance Estimation Model Based on GARCH Family and Comparative Performance Analysis |
| Wenxuan Guo | University of Chicago | Invariance-based Inference in High-Dimensional Regression with Finite-Sample Guarantees |
| Contribution Session CS016：Statistical Inference in complex data analysis | ||
| Chair: Yuan Gao (Peking University) | ||
| Yuan Gao | Peking University | Penalized Sparse Covariance Regression with High Dimensional Covariates |
| Hongqi Chen | Hunan University | Quantile Forward Regression in High-dimensional Distributional Counterfactual Analysis |
| Wenjun Wang | Yunnan University | A Tuning-free robust approach for high-dimensional regression with missing covariates |
| Xiaolong Wang | Shaanxi Normal University | 基于深度特征融合的随机机翼模型参数辨识 |
| Yingqiu Zhu | University of International Business and Economics | 基于高斯混合模型的分布因子聚类方法 |
| Contribution Session CS017：Statistical modeling for complex networks | ||
| Chair: Yaguang Li (University of Science and Technology of China) | ||
| Hairong Xiao | Hunan Normal University | Atypical dynamic network reconfiguration and genetic mechanisms in patients with major depressive disorder |
| Tianchen Gao | Xiamen University | Citation Counts Prediction of Statistical Publications based on Multi-layer Academic Networks via Neural Network Model |
| Yuxin Zhang | University of Science and Technology of China | A community detection algorithm based on spectral co-clustering and weight self-adjustment in attributed stochastic co-block models |
| Qingmin Zhang | Yunnan University | Two-step estimation procedure for copula-based parametric regression models for semi-competing risks data |
| Binghao Wang | Peking University | Constructing a Three-dimensional Eddy-resolving Hydrographic Dataset in West Pacific Ocean Using Ensemble Kalman Filter |
| Contribution Session CS018：Statistical analysis on medical and microbiome data | ||
| Chair: Anming Tang (Yunnan University) | ||
| Anming Tang | Yunnan University | Bayesian semiparametric joint model of multivariate longitudinal and survival data with dependent censoring |
| Ximing Xu | Children's Hospital of Chongqing Medical University | 儿科大语言模型的构建与评估 |
| Jiashun Xiao | Shenzhen Research Institute of Big Data | Improving cell-type-specific cis-eQTLs prioritization by integrating bulk RNA-seq and scRNA-seq data |
| Bo Han | Yunnan University | Real-time inference for streaming survival data from multiple heterogeneous studies with a cure fraction |
| Huaying Fang | Capital Normal University | gmcoda: Graphical model for multiple compositional vectors in microbiome studies |
| Contribution Session CS019：Statistical applications in economics and medicine | ||
| Chair: Mingjing Chen (Chongqing Technology And Business University) | ||
| Anqi Zhao | Chongqing Technology And Business University | “一带一路”网络分析及空间溢出效应 |
| Jinhai Li | Chongqing Technology And Business University | 共同富裕的网络分析与空间关联 |
| Zhiyang Yu | North Minzu University | 基于省域维度中国式现代化水平的统计测度及空间差异 |
| Changchun Shang | Yunnan University Of Finance And Economics | 双线性因子分析 |
| Yuting Liao | Sun Yat-sen University | 利用 NP-UNet 模型自动量化缺血性视网膜疾病患者视网膜 UWF-SS-OCTA 的无灌注区 |
| Contribution Session CS020：Optimal subsampling | ||
| Chair: Xiaozhou Wang (East China Normal University) | ||
| Xiaoyan Li | Chongqing University | Distributed Subsampling for Multiplicative Regression |
| Mengdong Shang | Shaanxi Normal University | Jackknife empirical likelihood with complex surveys |
| Zhengyu Xiong | Kunming University Of Science And Technology | 异方差大数据下联合均值与方差模型的alpha- 最优子抽样 |
| Sizhe Wang | East China Normal University | Optimal Linear Combination of Biomarkers by Weighted Youden Index Maximization |
| Jianyang Tong | Yunnan University | Multidimensional Distribution-to-Distribution Regression via Optimal Transport Maps |
| Contribution Session CS021：Matrix theory and sufficient dimension reduction | ||
| Chair: Yumou Qu (Peking Unibersity) | ||
| Xun Zhao | Southwestern University Of Finance And Economics | 基于张量分解的多角度亚组集成学习 |
| Ziyuan Chen | Peking University | 动态矩阵恢复 |
| Zheng Li | Northeast Normal University | An Improved Principal Hessian Directions Method for Dimension Reduction |
| Peiyu He | Peking University | A novel method for synthetic controls with interference |
| Kang Shuai | Peking University | Identifying causal effects using instrumental variables from the auxiliary dataset |
| Contribution Session CS022：Asymptotic theory in probability and statistics | ||
| Chair: Pengkun Yang (Tsinghua University) | ||
| Hufei Li | North Minzu University | Stochastic dynamical analysis for renewable power system excited by multiplicative fractional Gaussian noise based on graph neural network |
| Chengjun Ding | Yunnan University | Limit Theorems for Continuous State Nonhomogeneous Markov Chain |
| Guoyu Zhang | Peking University | 格林匹配：复杂动力系统的一种高效参数估计方法 |
| Pengfei Tian | Tsinghua University | Stratified Permutational Berry--Esseen Bounds |
| Weihao Li | National University of Singapore | Asymptotics of Maximum A Posteriori Estimation with Catalytic Priors |
| Contribution Session CS023：Recent advances in graphical models and image | ||
| Chair: Xiaochao Xia (Chongqing University) | ||
| Shan Gao | Yunnan University | Empowering Mental Health Insights: The Synergy of Knowledge Graphs and Large Language Models |
| Zuoxun Tan | Chongqing University | Total Variation Regularized Multi-Matrices Weighted Schatten p-norm Minimization for Image Denoising |
| Xingshu Chen | Sun Yat-sen University | 将基于金字塔型视觉变换器的不确定性信息共学习框架用于眼底图像的分类，分割以及目标检测任务 |
| Jun Dai | University of Science and Technology of China | Aggregate Spectral Clustering for multi-layer Popularity Adjusted Block Model |
| Dong Huang | Tsinghua University | Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs |
| Contribution Session CS024：Statistical modeling for complex data | ||
| Chair: Fan Zhou (Shanghai University of Finance and Economics) | ||
| Chuang Wan | Xiamen University | Fast and stable estimation for structural break models with endogenous regressors |
| Youjie Zeng | University Of Science And Technology Of China | Simultaneous Outlier Detection and Prediction for Kriging with True Identification |
| Kecheng Wei | Fudan University | Time-varying mediation analysis for incomplete data with application to DNA methylation study for PTSD |
| Minhao Qi | Shanghai University of Finance and Economics | Time-Varying Home Advantage in the English Premier League: A Causal Discovery Method for Non-Stationary Causal Processes |
| Qianhan Zeng | Peking University | A Semiparametric Gaussian Mixture Model for Chest CT-based 3D Blood Vessel Reconstruction |
| Contribution Session CS025：Complex data modeling | ||
| Chair: Xuejun Jiang (Southern University of Science and Technology) | ||
| Yang Sun | Peking University | Calibration for computer models with time-varying parameter |
| Shuaida He | Southern University of Science and Technology | Large-scale metric objects filtering for binary classification |
| Xiaoming Sha | Yunnan University | Penalized exponentially tilted likelihood for growing dimensional models with MAR missing data |
| Yicong Mao | Peking University | Tree-guided compositional variable selection analysis of microbiome data |
| Zhaohui Man | Ningxia University | 具有非零自协方差随机扰动的空间误差自相关模型中的空间权重矩阵的估计 |
| Contribution Session CS026：Change-points detection | ||
| Chair: Decai Liang (Nankai University) | ||
| Shuhao Jiao | City University of Hong Kong | FILTRATED COMMON FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS OF MULTI-GROUP FUNCTIONAL DATA |
| Decai Liang | Nankai University | Change-Points Detection and Support Recovery for Spatiotemporal Functional Data |
| Zhihuang Yang | Yunnan University | Moment selection and generalized empirical likelihood estimation in high-dimensional unconditional moment conditions |
| Shanshan Qin | Tianjin University of Finance and Economics | On robust estimation of hidden semi-Markov regime-switching models |
| Likun Zhang | Renmin University of China | Interaction tests with covariate-adaptive randomization |
| Contribution Session CS027：Nonparametric statistical inference | ||
| Chair: Kai Kang (Sun Yat-sen University) | ||
| Sisheng Liu | Hunan Normal University | Nonparametric estimation of regression function and error covariance function with unknown correlation structure |
| Fengsheng Wu | Yunnan University | Complex Representation Matrix of Third-Order Quaternion Tensors with Application to Video Inpainting |
| Jialing Liu | Sun Yat-sen University | Nonparametric Second-order Estimation for Spatiotemporal Point Patterns |
| Jiyuan Tu | Shanghai University of Finance and Economics | Generalized Rank Regression with Multiplier Bootstrap |
| Gen Ye | Yunnan University | Bayesian Generalized Method of Moments Inference for Clustered Samples With Missing Values |
| Contribution Session CS028：Recent advances in large-scale data | ||
| Chair: Shaoping Jiang (Yunnan Minzu University) | ||
| Miaomiao Su | Beijing University of Posts and Telecommunications | Moment-assisted Subsampling Method for Maximum Likelihood Estimator with Large-scale Data |
| Shuyuan Wu | Shanghai University of Finance and Economics | Subsampling and Jackknifing: A Practically Convenient Solution for Large Data Analysis with Limited Computational Resources |
| Rong Zhang | Yunnan University | A case study on the share holder network effect of stock market data: An SARMA approach |
| Shaoping Jiang | Yunnan Minzu University | 分数阶随机耐药结核病动力学模型研究 |
| Yan Zeng | Beijing Technology and Business University | Causality Inspired Policy Learning |
| Contribution Session CS029：Interdisciplinary and applied research:statistical analysis on medical aand economic data | ||
| Chair: Zhifang Chen (Inner Mongolia Finance And Economics College) | ||
| Haojin Zhou | Xi’an Jiaotong-liverpool University | 对偶Cox模型理论及其在肿瘤学研究的应用 |
| Haiyun Zhang | Yunnan University | 基于概率论统计方法对活动星系核光变的研究 |
| Zeqiang Linli | Guangdong University Of Foreign Studies | 成人生命周期中白质功能网络的静态和动态连通模式 |
| Jia Liu | Inner Mongolia Finance And Economics College | 乡村振兴背景下数字经济驱动农村居民服务消费的直接影响和空间效应 |
| Dongyu Wang | Hebei Finance University | 网络基础设施提高了农村居民消费水平了吗——基于电商视角 |
| Contribution Session CS030：Statistical modeling and its applications | ||
| Chair: Xun Lu (Chinese University of Hong Kong ) | ||
| Xiaobo Wang | Yunnan University | Expectile Regression With Covariate Measurement Errors |
| Jun Zhao | Ningbo University | MLEce: Statistical inference for asymptotically efficient closed-form estimators in R |
| Zhentao Shi | Chinese University of Hong Kong | Economic Forecasts Using Many Noises |
| Bing Guo | Sichuan University | Standard Representation of Order of Addition Design and Rapid Isomorphism Comparison |
| Fangda Song | The Chinese University of Hong Kong, Shenzhen | Survival Mixed Membership Blockmodel |
| Contribution Session CS031：Advance in statistical methods for large and complex data | ||
| Chair: Changcheng Li (Dalian University Of Technology) | ||
| Changcheng Li | Dalian University Of Technology | 一种新的免模型高维变量选择方法 |
| Wei Liu | Sichuan University | Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST |
| Yan Fu | Chinese Academy of Sciences | Local false discovery rate estimation with competition-based procedures for variable selection |
| Qiang Chen | Sahndong University | Placebo Tests for Difference-in-differences |
| Fukang Zhu | Jilin University | Tobit Models for Count Time Series |
| Contribution Session CS032：Statistical machine learning: methodology and applications | ||
| Chair: Xu Guo (Beijing Normal University) | ||
| Yuqian Zhang | Renmin University of China | Adaptive Split Balancing for Optimal Random Forest |
| Sanfeng Hu | Yunnan University | Split-and-Merge Based Simultaneous Input and State Filter for Nonlinear Dynamic Systems |
| Li Ma | Xiamen University | Alteration detection of tensor dependence structure via sparsity-exploited reranking algorithm |
| Haobo Qi | Beijing Normal University | Mini-batch Gradient Descent with Buffer |
| Binyu | Yunnan University | Testing non-inferiority of a new treatment in three-arm clinical trials with binary endpoints |
| Contribution Session CS033：Statistical modeling and application of complex data | ||
| Chair: Yuehan Yang (Central University of Finance and Economics) | ||
| Xiaoning Wang | Communication University Of China | 基于大规模插补的概率与非概率样本的整合问题 |
| Cong Li | Jilin University | 几类二元整数值时间序列模型的监控及其应用 |
| Yunqi Zhang | Yunnan University | Equivalence assessment via the difference between two AUCs in a matched-pair design with nonignorable missing endpoints |
| Youquan Pei | Shandong University | Modeling Cluster Dynamics in Panel Data via Time-Varying Mixture Models |
| Yuehan Yang | Central University of Finance and Economics | Dimension reduction of high-dimension categorical data with two or multiple responses considering interactions between responses |
| Contribution Session CS034：Statistical applications in interdisciplinary research | ||
| Chair: Yao Rong (Yao Rong) | ||
| Zhenguo Gao | Communication University Of China | Ensemble LDA via the modified Cholesky decomposition |
| Yao Rong | Yunnan University | 基于条件式马尔可夫过程的4D航迹建模与预测 |
| Yicheng Zeng | Shenzhen Research Institute of Big Data | Signal plus noise models in the log proportional regime: When does debiasing help? |
| Mengjiao Tang | Yunnan University | 复椭球分布下散度矩阵估计的黎曼Lp质心 |
| Yanming Di | Oregon State University | Innovating Grass Seed Sampling and Analysis with AI and Robotics |
| Contribution Session CS035：Model averaging/Cross disciplinary research in statistics | ||
| Chair: Jing Lv (Southwest University) | ||
| Hua Li | Chang Chun University. | Spectrally-Corrected and Regularized LDA for Spiked Model |
| Ying Yang | Yunnan University | Synchronization of delayed neural networks via intermittent sampled-data control |
| Zhenghui Feng | Harbin Institute of Technology (Shenzhen) | Robust Probabilistic Principal Component Analysis with Mixture of Exponential Power Distributions |
| Qing Li | Iowa State University | Evaluating distortion between as-designed and as-built geometries from a superposition of resonant mode shapes |
| Jing Lv | Southwest University | Optimal Conditional Quantile Prediction via Model Averaging of Partially Linear Additive Models |
| Contribution Session CS036：：Feature screening and high dimensional data | ||
| Chair: Zhonglei Wang (Xiamen University) | ||
| Bing Tian | Xiamen University | Feature Screening for Metric Space Valued Responses Based on Fr\'echet Regression |
| Jiajun Sun | Xiamen University | Stability eBH: a unified stability approach to false discovery rate control |
| Shaohua Xu | Nakai University | Robust online control experiments for multivariate tests |
| Ziyu Xiong | Peking university | Emotions Heard: Unveiling the Influence of Broadcasters’ Emotional Dynamics and Gender on Live Streaming Conversion |
| Ziqian Lin | Peking University | Profiled Transfer Learning for High Dimensional Linear Model |
| Contribution Session CS037：Recent advances in quantile regression | ||
| Chair: Falong Tan (Hunan University) | ||
| Chaohui Guo | Chong Qing Normal University | Model Averaging based Semiparametric Modelling for Conditional Quantile Prediction |
| Xiaohui Liu | Jiangxi University of Finance and Economics | Bootstrapping the Double-Weighted Predictability Test for Predictive Quantile Regression |
| Zhiming Li | Xinjiang University | Recent developments of a general minimum lower-order confounding criterion |
| Falong Tan | Hunan University | Enhancing the Power of OOD Detection via Sample-Aware Model Selection |
| Rong Jiang | Shanghai Polytechnic University | Unconditional quantile regression for streaming data sets |
| Contribution Session CS038：Advance in statistical methods for complex data | ||
| Chair: Qian Lin (Tsinghua University) | ||
| Chao Wang | Shanghai University of Finance and Economics | On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity |
| Peiwen Jia | Peking University | Smooth Tests for the Equality of Conditional Distributions |
| Qingyi Pan | Tsinghua University | Reliable Multivariate Deep Regression using Moment-Matching Prior Networks |
| Zichu Fu | Tsinghua University | Inference of heterogeneous effects in single-cell genetic perturbation screens |
| Yuting Zhou | Shanghai University Of Engineering Science | Estimation of Production Frontiers Based on Additive Models to Enhanced Robustness against Outliers: A Relaxed Support Vector Regression Approach |
| Contribution Session CS039：Advance in missing data and treatment effects | ||
| Chair: Guanghui Wang (East China Normal University) | ||
| Tao Tan | East China Normal University | Semiparametric estimation with reduced dimension for the treatment effect under missing data |
| Jin Su | East China Normal University | Semi-supervised inference for means under MAR without inverse propensity weighting |
| zhisong zhao | East China Normal University | Improving the efficiency of estimating treatment effects with external control data |
| Xiaoqi Jiao | East China Normal University | Smoothed estimation on optimal treatment regime under semi-supervised setting in randomized trials |
| Wenjie Hu | Peking University | Semiparametric efficient fusion of individual and summary data |
| SContribution Session CS040：Bayesian and machine learning | ||
| Chair: Qixian Zhong (Xiamen University) | ||
| Yuting Huang | Lanzhou University of Finance and Economics | Construction and Application of Quantile Factor Augmented Quantile Regression Neural Network Model |
| Zhihua Ma |
Shenzhen University |
Bayesian Modeling and Inference for Item Response Model with Nonignorable Missing Data |
| Qixian Zhong | Xiamen University | Hypothesis Testing for the Deep Cox Model |
| Dingjiao Cai | Henan University of Economics and Law | Testing causal effects in observational survival data using propensity score matching design |
| Lidan He | Nanjing University of Information Science and Technology | Combining dimensionality reduction methods with neural networks for realized volatility forecasting. |
| Contribution Session CS041：Biostatistics and Industrial Statistics | ||
| Chair: Zhenguo Gao (Shanghai Jiao Tong University) | ||
| Zichu Fu | Tsinghua University | Inference of heterogeneous effects in single-cell genetic perturbation screens |
| Nengjie Zhu | Shanghai Jiao Tong University | 系统性金融风险测度与传染效应多维研究 |
| Cheng Shi | Chengdu University of Technology | 基于 WOA-ART 和改进的 DenseNet 的滚动轴承故障诊断 |
| Zhixin He | Xinjiang University Of Finance | 经济政策不确定性、系统性金融风险与经济高质量发展 |
| Ruoyu Yao | Shanghai University of Engineering Science | 基于实体识别的专利价值评估研究 |
| Contribution Session CS042：Bayesian and nonparametric statistical inferences | ||
| Chair: Mingan Yang (University of New Mexico) | ||
| Richard Grumitt | Tsinghua University | Flow Annealed Kalman Inversion with Sequential Monte Carlo for gradient-free Bayesian inference |
| Yu Zhao | Tokyo university of science | A Tree-Based Method for Bootstrapping in Data Envelopment Analysis |
| Tom Binnie | Tsinghua University | Statatistical summaries for Bayesian analysis in EoR Science |
| Mingan Yang | University of New Mexico | Bayesian Test Equality of Binary Data for a 4 × 4 Crossover Trial Under a Latin-Square Design |
| Jeffrey Kwan | University of New South Wales | Asymptotic inference theory of the Hawkes process with time-varying baseline intensity and a general excitation kernel |
| Contribution Session CS043：Recent advances in differentially private and complex data model | ||
| Chair: Zhibin Lv (Sichuan University) | ||
| Yaxuan Wang | Sichuan University | Differentially Private Top-k Selection and its Application |
| Yuheng Ma | Renmin University of China | Optimal Locally Private Nonparametric Classification with Public Data |
| Dan Zhuang | Fujian Normal University | A data-driven weighted combination approach for wind speed distribution estimation based on curve clustering |
| Xiaoyu Hu | National University of Singapore | Two-Sample Distribution Tests in High Dimensions via Max-Sliced Wasserstein Distance and Bootstrapping |
| Yilin Li | Peking university | Causal inference in randomized experiments for dyadic data |
| Contribution Session CS044：Complex data model | ||
| Chair: Jingru Zhang (Fudan University) | ||
| Xuejun Ma | Soochow University | Distributed Linear Regression with Compositional Covariates |
| Lixin Tao | Capital Medical University | 肾功能指标异常与颈动脉斑块发生的因果关联研究 |
| Jian He | Fudan University | Integration of longitudinal physical activity data from multiple sources |
| Wei Zhao | Shandong University | Transfer Learning Accounting for Time-varying Heterogeneity in Mixture Cox Model |
| Yankun Gong | Pfizer | How to analyze adverse events data from different trials to support a new drug application |
| Contribution Session CS045：Interdisciplinary and applied research:statistical analysis on medical data and models | ||
| Chair: Shanjun Mao (Hunan University) | ||
| Jianxi Zhao | Beijing Information Science And Technology University | Research on convex clustering for multi-source data |
| Zhiying Fang | Shenzhen Polytechnic University | Generalization analysis of deep CNNs under maximum correntropy criterion |
| Xiaohuang Zhuo | Tianjin Huanhu Hospital | 甲基强的松龙治疗放射性脑损伤疗效的影像组学预测模型构建与验证 |
| Jiandong Zhang | Northwest Normal University | A copula‐based approach on optimal allocation of hot standbys in series systems |
| Shanjun Mao | Hunan University | A monte carlo classification method based on partial variables and its application in clinical data |
| Contribution Session CS046：大模型和人工智能的最近研究 | ||
| Chair：廖结义(云南数派数据科技有限公司) | ||
| 廖结义 | 云南数派数据科技有限公司 | 数派大模型平台（一款基于基于AI算力管理的大模型平台，帮您30分钟创建私有大模型） |
| 高跃东 | 中国科学院昆明动物研究所 | 人工智能技术在生命科学的应用实践及思考 |
| 燕晨 | 中国移动集团研究院 | 基于九天大模型的行业赋能 |
| 杨志鹏 | 华为 | 昇腾AI加速人工智能走深向实 |
| Contribution Session CS047：Statistical Inference in complex Data | ||
| Chair: Xingjie Shi (East China Normal University) | ||
| Tengdi Zheng | Beijing University of Technology | Accommodating Space Heterogeneity in Geographically Weighted Regression with Group Penalty |
| Li Wang | Tsinghua University | A conditional distribution function-based measure for independence and K-sample test in multivariate data |
| Wenjing Liu | University of Macau | Copula-based Nonparametric Estimation of Hellinger Correlation and Distance |
| Jiangyan Zhao | East China Normal University | Bayesian Optimization via Exact Penalty |
| Baoqun Chang | Kunming University of Science and Technology | 基于半参数混合效应模型的最优模型平均预测 |
| Contribution Session CS048：Factor model and community network | ||
| Chair: Xuemei Hu (Chongqing Technology and Business University) | ||
| Xuemei Hu | Chongqing Technology and Business University | A weighted iterative projection estimation procedure for robust tensor factor model with Tucker decomposition |
| Zai Yang | Xi’an Jiaotong University | Nonasymptotic Performance Analysis of ESPRIT and Spatial-Smoothing ESPRIT |
| Leping Liu | Tianjin University of Finance and Economics | 统计学、数据科学与人工智能——基于量化历史的比较分析 |
| Yang Jiao | Guizhou University of Finance and Economics | Community detection in directed networks based on co-clustering and node similarity |
| Haiming Lin | Guangzhou Huashang College | 因子分析的唯一解与解的显著性检验 |
| Contribution Session CS049：Bayesian and machine learning | ||
| Chair: Ziqi Chen (East China Normal University) | ||
| Yaohua Rong | Beijing University of Technology | Kernel Cox partially linear regression: building predictive models for cancer patients' survival |
| Yang Yang | Nankai University | Bayesian Optimization with Pareto-Principled Training for Economical Hyperparameter Optimization |
| Xiangbin Meng | Northeast Normal University | A Unified EM Framework for Estimation and Inference of Normal Ogive Item Response Models |
| Zhouping Li | Lanzhou University | A spatial-temporal graph neural network model for multi-site temperature forecasting |
| Ziqi Chen | East China Normal University | Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph |
| Contribution Session CS050：Mathematical statistics and industrial statistics | ||
| Chair: Mingxuan Cai (City University of Hong Kong) | ||
| Mingxuan Cai | City University of Hong Kong | Leveraging Cross-population Fine-mapping to Strengthen cis-Mendelian Randomization |
| Xiaojian Xu | Brock University | Planning for Efficient Accelerated Life Testing Experiments |
| Kaiqiong Zhao | York University | Addressing dispersion in mis-measured multivariate binomial outcomes: a novel statistical approach for detecting differentially methylated regions in bisulfite sequencing data |
| Jianbin Tan | Duke university | Graphical Principal Component Analysis of Multivariate Functional Time Series |
| Siying Guo | Wayne State University | Decision Support System of Juvenile Hacking Classification |
| Contribution Session CS051：Quantile regression and dimension reduction | ||
| Chair: Lilun Du (City University of Hong Kong) | ||
| Jiankang Xiong | Chinese Academy of Science | 基于Transformer的单细胞转录组学与蛋白质组学数据新型整合方法 |
| Jiangshan Yang | City University of Hong Kong | Heterogeneous Predictability on Mutual Fund Alphas: A Sparse Clustering GMM Approach |
| Wan Zhang | UNC Chapel Hill | Regularizing BELIEF for Smooth Dependency |
| Dongming Huang | National University of Singapore | Sliced Inverse Regression with Large Structural Dimensions |
| Zhe Jiang | Kunming University Of Science And Technology | A Likelihood Function Perspective on Quantile Regression Model |
| Contribution Session CS052：Statistical models and methods in economics and finance | ||
| Chair: Haiqing Chen (Nanjing University Of Finance and Economics) | ||
| Haiqing Chen | Nanjing University Of Finance and Economics | 基于Transformer和WGAN的收益率与金融风险预测模型 |
| Ruohua Yan | Beijing children's hospital | An algorithm to assess importance of predictors in systematic review of prediction models: a case study with simulations |
| Siliang Zhang | East China Normal University | Ising Network Analysis with Missing Data |
| Haili Zhang | Shenzhen Polytechnic University | Least Squares Model Averaging for Distributed Data |
| Chengxiu Ling | Xi’an Jiaotong-Liverpool University | Spatiotemporal Joint Analysis of PM2.5 and Ozone in California with INLA Approach |
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