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2024-07-12 星期五

Lecture Hall (1st Floor)

09:00-10:40 | KeyNote
编号 时间 类型 题目 讲者 单位
1 09:00-09:50 大会报告

Neural Causal AI: Adversarial Invariance Learning from Heterogeneous Environments

Jianqing Fan Princeton University
2 09:50-10:40 大会报告

Genomic Testing in the Presence of Unmeasured Confounding and Missing Data

Kathryn Roeder Carnegie Mellon University
11:00-11:50 | KeyNote
编号 时间 类型 题目 讲者 单位
1 11:00-11:50 大会报告

Multi-Scale Spatial-Temporal Data in Brain Science: Data, Model and Theory

冯建峰 复旦大学

百合厅

14:00-15:40 | Panel Discussion on Developing Statistics in China
编号 时间 类型 题目 讲者 单位
1 14:00-15:40 专题发言

History of Statistics in China

Wei Yuan Renmin University of China
16:00-17:40 | Invited Session IS072: Statistical Interdisciplinary Studies I
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Solving Large-Scale Sparse Equations with Tree Structures and Its Applications to Optical Fiber Networks

荆炳义 南方科技大学
2 16:25-16:50 邀请报告

Integrating Statistical Learning and Deep Learning for Efficient and Interpretable Analysis of Complex Unstructured Data

邓柯 清华大学
3 16:50-17:15 邀请报告

Exploring Novel Uncertainty Quantification through Forward Intensity Function Modeling

Cheng Yong Tang Temple University
4 17:15-17:40 邀请报告

Dynamic Synthetic Control Method for Semiparametric Time-Varying Additive Autoregression Model

王守霞 北京大学

A201-202

14:00-15:40 | Invited Session IS016: Exploring the Frontiers of Machine Learning: Algorithms, Theoretical Insights and Applications
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

A Very Dutch Scandal: Did Overhyped Stats Ruin Dutch Appetites?

Fengnan Gao University College Dublin
2 14:25-14:50 邀请报告

A Statistical Framework of Watermarks for Large Language Models: Pivot, Detection Efficiency and Optimal Rules

Xiang Li University of Pennsylvania
3 14:50-15:15 邀请报告

Understanding the Implicit Bias of Stochastic Gradient Descent: A Dynamical Stability Perspective

吴磊 北京大学
4 15:15-15:40 邀请报告

Algorithms and Incentives in Statistics

Haifeng Xu University of Chicago
16:00-17:40 | Invited Session IS050: Recent Advances in Functional and Complex Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Functional Principal Component Analysis of Spatially and Temporally Indexed Point Processes

Yehua Li University of California, Riverside
2 16:25-16:50 邀请报告

Functional Neural Networks

Jiguo Cao Simon Fraser University
3 16:50-17:15 邀请报告

Causal Mediation Analysis for Multilevel and Functional Data

罗曦 Univ of Texas Health Science Center at Houston
4 17:15-17:40 邀请报告

Frequent-Voting Independence Screening for Data of Different Types or Different Dimensions

Kehui Chen University of Pittsburgh

A216-217

14:00-15:40 | Invited Session IS095: Modern Statistical Learning for High-Dimensional Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Adaptive Shrinkage Estimation for High-dimensional Change Point Detection

李迎星 厦门大学
2 14:25-14:50 邀请报告

A Unifying Dependent Combination Framework with Applications to Association Tests

Xiufan Yu University of Notre Dame
3 14:50-15:15 邀请报告

Communication-Efficient and Distributed-Oracle Estimation for High-Dimensional Quantile Regression

杨松山 中国人民大学
4 15:15-15:40 邀请报告

Efficient Learning of Directed Acyclic Graphs in Heavy-Tailed Data

周玮 西南财经大学
16:00-17:40 | Invited Session IS071: Statistical Inference for High-Dimensional Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Some Recent Results for P-Value Free FDR Controls

Jun Liu Harvard University
2 16:25-16:50 邀请报告

Enhancing Integrative Association Tests: Optimal Weighting Approaches in Whole-Genome Sequencing Studies

Zheyang Wu Worcester Polytechnic Institute
3 16:50-17:15 邀请报告

Detection and Statistical Inference on Informative Core and Periphery Structures in Weighted Directed Networks

Wen Zhou New York University

A301-302

14:00-15:40 | Invited Session IS005: AI and Machine Learning in Complex Biomedical Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Tackling Biased, Incomplete Data in Electronic Health Records

Qi Long University of Pennsylvania
2 14:25-14:50 邀请报告

Bias Correction Models for Electronic Health Records Data in the Presence of Non-random Sampling

Judy Zhong New York University
3 14:50-15:15 邀请报告

Federated Efficient Estimation of Average Treatment Effects

Rui Duan Harvard University
16:00-17:40 | Invited Session IS006: AI and Machine Learning in Single Cell Genomic
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Integrating Transcriptomic and Pathomic Features to Reconstruct 3D Tissue Maps with Super-Resolution

Mingyao Li University of Pennsylvania
2 16:25-16:50 邀请报告

A Hybrid Approach for Selecting Highly Variable Genes in Single-Cell RNA-Seq

Hongkai Ji Johns Hopkins University
3 16:50-17:15 邀请报告

Supervised Deep Learning with Gene Annotation for Cell Classification

Wei Sun Fred Hutchinson Cancer Center

A320-A321

14:00-15:40 | Invited Session IS026: Innovative Statistical Methods for Data with Complex Structures
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

A Stability Approach for Feature Selection with False Discovery Rate Control

钟威 厦门大学
2 14:25-14:50 邀请报告

High-Dimensional Scale Invariant Discriminant Analysis

郑术蓉 东北师范大学
3 14:50-15:15 邀请报告

On Functional Processes with Multiple Discontinuities

李亚光 中国科学技术大学
4 15:15-15:40 邀请报告

Structured Feature Ranking for Genomic Marker Identification Accommodating Multiple Types of Networks

冯兴东 上海财经大学
16:00-17:40 | Invited Session IS054: Recent Advances in Statistical Machine Learning
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

A Bayesian Framework for Leveraging Pretrained Large Diffusion Models

黄坚 The Hong Kong Polytechnic University
2 16:25-16:50 邀请报告

Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models with Robustness Against Adversarial Attacks

冯阳 New York University
3 16:50-17:15 邀请报告

Directional Diffusion Models

周帆 上海财经大学
4 17:15-17:40 邀请报告

Taming "Data-Hungry" Reinforcement Learning? Stability in Continuous State-Action Spaces

Yaqi Duan New York University

A203

14:00-15:40 | Invited Session IS012: Data Science Methods for Complex Data with Endogeneity and Heterogeneity
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

BELIEF in Dependence: Leveraging Atomic Linearity in Data Bits for Rethinking Generalized Linear Models

Kai Zhang University of North Carolina, Chapel Hill
2 14:25-14:50 邀请报告

A Scalable, Interpretable, and Data-Driven Approach to Analyzing Unstructured Information

祝武 清华大学
3 14:50-15:15 邀请报告

Regularizing BELIEF for Smooth Dependency

张婉 University of North Carolina, Chapel Hill
4 15:15-15:40 邀请报告

Personalized Reinforcement Learning for Healthcare: With Applications to Sepsis Management in ICU

Linda Zhao University of Pennsylvania
16:00-17:40 | Invited Session IS060: Recent Developments in Complex Time Series Analysis
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Matrix Denoising and Completion Based on Kronecker Product Approximation

Han Xiao Rutgers University
2 16:25-16:50 邀请报告

Simultaneous Decorrelation of Matrix Time Series

Yuefeng Han University of Notre Dame
3 16:50-17:15 邀请报告

Tensor Factor Model Estimation by Iterative Projection

Dan Yang The University of Hong Kong

A218

14:00-15:40 | Invited Session IS004: Advancing Statistical Frontiers in Data Privacy Protection
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Gaussian Differential Privacy on Riemannian Manifolds

Linglong Kong University of Alberta
2 14:25-14:50 邀请报告

Unveiling Enhanced Privacy in Data Science via Statistical Methods

Chendi Wang University of Pennsyvania
3 14:50-15:15 邀请报告

Differentially Private Estimation and Inference in High-Dimensional Regression with FDR Control

Zhanrui Cai The University of Hong Kong
4 15:15-15:40 邀请报告

Online Local Differential Private Quantile Inference via Self-Normalization

Bei Jiang University of Alberta
16:00-17:40 | Invited Session IS045: Recent Advancements in Large Network and Tensor Data Analysis
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Statistical Foundations of Deep Generative Models

Lizhen Lin University of Maryland
2 16:25-16:50 邀请报告

Autoregressive Networks with Dependent Edges

Qiwei Yao London School of Economics
3 16:50-17:15 邀请报告

Analysis of Large Networks

金加顺 Carnegie Mellon University
4 17:15-17:40 邀请报告

High-Order Singular Value Decomposition in Tensor Analysis

Anru Zhang Duke University

A303

14:00-15:40 | Invited Session IS101: Statistical Inference and Computation for Complex Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Statistical Analysis of Averaged Weighted Gradient Descent Algorithm for Decentralized Federated Learning

陈悦 首都经济贸易大学
2 14:25-14:50 邀请报告

Hypothesis Testing in High Dimensional Linear Regression via Wild Bootstrapping

户文娟 首都经济贸易大学
3 14:50-15:15 邀请报告

Sequential Quantile Regression for Stream Data by Least Squares

范烨 首都经济贸易大学
4 15:15-15:40 邀请报告

Summary Statistics-Based Association Test for Identifying the Pleiotropic Effects with Set of Genetic Variants

卜德亮 首都经济贸易大学
16:00-17:40 | Invited Session IS083: Limit Theory of Large Dimensional Random Matrices (大维随机矩阵极限理论)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Nonlinear Principal Component Analysis with Random Bernoulli Features for Process Monitoring

姜丹丹 西安交通大学
2 16:25-16:50 邀请报告

An Integrative Multi-Context Mendelian Randomization Method for Identifying Risk Genes Across Human Tissues

杨帆 清华大学
3 16:50-17:15 邀请报告

Limit Theorems for U-Statistics of Determinantal Point Process via Cumulant Estimates

姚东 江苏师范大学
4 17:15-17:40 邀请报告

Quantitative Tracy-Widom Laws for Wigner and Sample Covariance Matrices

许媛媛 中国科学院数学与系统科学研究院

A305

14:00-15:40 | Invited Session IS031: Machine Learning Methods: Theory and Applications
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Towards Non-Asymptotic Convergence for Diffusion-Based Generative Models

Gen Li The Chinese University of Hong Kong
2 14:25-14:50 邀请报告

Dual-Directed Algorithm Design for Efficient Pure Exploration

尤为 香港科技大学
3 14:50-15:15 邀请报告

Inference for High Dimensional Proportional Hazards Model with Streaming Survival Data

何海金 深圳大学
4 15:15-15:40 邀请报告

Screen Then Select: A Strategy for Correlated Predictors in High-Dimensional Quantile Regression

蒋学军 南方科技大学
16:00-18:05 | Invited Session IS099: Economic Statistics and Research on High-Quality Development (经济统计与高质量发展研究)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Research on the Construction of Industrial Chain and Supply Chain Network and Resilience Evaluation 产业链供应链关联网络构建及韧性评估研究

Shaohua Ge Zhongnan University of Economics and Law
2 16:25-16:50 邀请报告

ESG Performance, Financing Cost, and High-Quality Development of Enterprises ESG表现、融资成本与企业高质量发展

Yating Gui Zhongnan University of Economics and Law
3 16:50-17:15 邀请报告

Discussion on the Statistical Monitoring System of Financial Security 金融安全统计监测体系探讨

Zihuan Gao Zhongnan University of Economics and Law
4 17:15-17:40 邀请报告

Influencing Factors and Potential Measurement of China's Export Trade under the "Belt and Road" Vision “一带一路”视域下中国出口贸易影响因素及潜力测度

Qinqin Zhu Zhongnan University of Economics and Law
5 17:40-18:05 邀请报告

The Mechanism and Impact of Returning Home to Start a Business on Improving County-Level Total Factor Productivity: Based on the Investigation of the Pilot Policy of Returning Home to Start a Business 返乡创业提升县域全要素生产率的作用机制与影响效应—— 基于返乡创业试点政策的考察

Huicong Wang Zhongnan University of Economics and Law

A306

14:00-15:40 | Invited Session IS097: Statistical Learning for Threshold Models and Applications
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Lasso and Post-Lasso Inference for Multiple Threshold Regressions with an Application to Return Predictability

马辰辰 中国科学院预测科学研究中心
2 14:25-14:50 邀请报告

Multi-Threshold Regression with Endogeneity

万闯 南开大学
3 14:50-15:15 邀请报告

Robust Estimation of Structural Instability in the Large-Dimensional Factor Model

Wei Wang Shandong University of Finance and Economics
4 15:15-15:40 邀请报告

Common Threshold Estimation in Large Heterogeneous Panels with a Multifactor Error Structure

谢一萌 厦门大学
16:00-18:05 | Invited Session IS091: Model Averaging and Related Topics
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Model Averaging for Decomposed Data

孙玉莹 中国科学院数学与系统科学研究院
2 16:25-16:50 邀请报告

Model Averaging in Multivariate Spatial Autoregressive Model for Social Network Analysis

方方 华东师范大学
3 16:50-17:15 邀请报告

Averaging Method of Poisson Regression Model with Divergent Dimensions 发散维度的Poisson回归模型平均方法

Jiahui Zou Capital University of Economics and Business
4 17:15-17:40 邀请报告

Optimal Distributed Prediction by Model Averaging

廖军 中国人民大学
5 17:40-18:05 邀请报告

Optimal Weighted Random Forests

喻达磊 西安交通大学

A307

14:00-15:40 | Invited Session IS075: Statistical Learning for Large Foundation Models
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Learning Prediction Function of Prior Measures for Statistical Inverse Problems of Partial Differential Equations

贾骏雄 西安交通大学
2 14:25-14:50 邀请报告

Advancements in Understanding Over-Parameterized Deep Equilibrium Models: Bridging Theory and Practice

凌泽南 华中科技大学
3 14:50-15:15 邀请报告

Simulation Learning Methodology: Theory, Algorithms, and Applications 模拟学习方法论:理论,算法和应用

束俊 西安交通大学
4 15:15-15:40 邀请报告

Understanding and Improving LLM Training: Insights into Adam and Advent of Adam-mini

孙若愚 香港中文大学(深圳)
16:00-18:05 | Invited Session IS079: The Interplay Between Statistical Inference and Data-Driven Decision Making
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Controlling the False Discovery Rate in Transformations: Split Knockoffs

姚远 The Hong Kong University of Science and Technology
2 16:25-16:50 邀请报告

Balancing Personalization and Pooling: Decision-Making and Statistical Inference with Limited Time Horizons

Yongyi Guo University of Wisconsin-Madison
3 16:50-17:15 邀请报告

Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees

Ying Jin Stanford University
4 17:15-17:40 邀请报告

Large Covariance Matrix Estimation with Factor-Assisted Variable Clustering

Cheng Yu Tsinghua University
5 17:40-18:05 邀请报告

Enhancing Decision Making with Causal Inference and Unmeasured Confounders in a Bayesian Framework

Yanxun Xu Johns Hopkins University

A308

14:00-15:40 | Invited Session IS080: Theoretical Foundations for Machine Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Enhanced Topic Modeling using Entry-Wise Eigenvector Analysis

Tracy Ke Harvard University
2 14:25-14:50 邀请报告

Network Tight Community Detection

Huimin Cheng Boston University
3 14:50-15:15 邀请报告

Is Your Data Alignable? A Geometric Approach to Single-Cell Data Integration

Rong Ma Harvard University
16:00-18:05 | Invited Session IS011: Data Science and Engineering
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Active Machine Learning for Surrogate Modeling in Complex Engineering Systems

岳小伟 清华大学
2 16:25-16:50 邀请报告

Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces

Wenliang Pan Chinese Academy of Sciences
3 16:50-17:15 邀请报告

Subsampling and Rare Events Data Beyond Binary Responses

Haiying Wang University of Connecticut
4 17:15-17:40 邀请报告

Kernel Function Packet Decomposition: From State Space Models to Compact Support Bases 核函数包分解:从状态空间模型到紧支撑基底

Liang Ding Fudan University
5 17:40-18:05 邀请报告

A Class of Partition-Based Bayesian Optimization Algorithms for Stochastic Simulations

Songhao Wang Southern University of Science and Technology

A315

14:00-15:40 | Invited Session IS015: Experimental Design and Big Data Subsampling
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Optimal Designs for Order-of-Addition Two-Level Factorial Experiments

孙法省 东北师范大学
2 14:25-14:50 邀请报告

An Improved K-farthest Neighbor Detection Methodology for Covariate Shift

唐煜 苏州大学
3 14:50-15:15 邀请报告

Model-Free Subsampling Method for Massive Data Based on Uniform Designs

周永道 南开大学
4 15:15-15:40 邀请报告

Focus Subsampling: A More Efficient Subsampling Method for Large-Scale Linear Classification

虞俊 北京理工大学
16:00-17:40 | Invited Session IS051: Recent Advances in High-Dimensional and Heterogeneous Data Analysis
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

A General Framework to Extend Sufficient Dimension Reductions to the Cases of the Mixture Multivariate Elliptical Distributions

陈飞 云南财经大学
2 16:25-16:50 邀请报告

Quantile Regression and Homogeneity Detection of a Semiparametric Panel Data Model

李睿 上海对外经贸大学
3 16:50-17:15 邀请报告

A Bayesian Mixture of Exponential Family Factor Models for Uncovering Disease Progression Subtypes

Kai Kang Sun Yat-sen University
4 17:15-17:40 邀请报告

Linking Brain-Wide Gene Expression and Neuroimaging Data

郭水霞 湖南师范大学

A316

14:00-15:40 | Sepecial Session SS2: Bernoulli Session on Stochastic Methods for Data Science
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Multilevel Particle Filters for Partially Observed McKean-Vlasov Stochastic Differential Equations

Ajay Jasra The Chinese University of Hong Kong (Shenzhen)
2 14:25-14:50 邀请报告

Bayesian Fixed-Domain Asymptotics for Covariance Parameters in Spatial Gaussian Process Models

Cheng Li 新加坡国立大学
3 14:50-15:15 邀请报告

Bootstrap-Assisted Inference for Weakly Stationary Time Series

张云翼 香港中文大学(深圳)
16:00-17:40 | Invited Session IS062: Recent Developments in the Analysis of High-Dimensional and Complex Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Edge Differentially Private Estimation in the Beta-Model via Jittering and Method of Moments

Fengting Yi Yunnan University
2 16:25-16:50 邀请报告

Modelling Matrix Time Series via a Tensor CP-Decomposition

Jing He Southwestern University of Finance and Economics
3 16:50-17:15 邀请报告

High-Dimensional Knockoff-Assisted False Discovery Rate Control

李晨龙 太原理工大学
4 17:15-17:40 邀请报告

Online Bootstrap Inference for the Geometric Median

程光辉 广州大学

A317

14:00-15:40 | Invited Session IS090: Intersection Research of Statistics and Computer Science (统计学与计算机科学的交叉研究)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Optimal One-Pass Nonparametric Estimation under Memory Constraint

林振华 新加坡国立大学
2 14:25-14:50 邀请报告

Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing

李婷 上海财经大学
3 14:50-15:15 邀请报告

Inverse Constrained Reinforcement Learning: From Theory to Practice

刘桂良 香港中文大学(深圳)
4 15:15-15:40 邀请报告

Reinforcement Learning for Precision Medicine in HIV

Yanxun Xu Johns Hopkins University
16:00-17:40 | Contributed Session CS007:Precision Medicine and Survival data
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Flexible Regression Methods for Estimating Optimal Individualized Treatment Regimes with Scalar and Functional Covariates

孔凯笛 北京工业大学
2 16:20-16:40 贡献报告

A Doubly Robust Estimation in Learning Optimal Individualized Treatment Regimes with Survival Outcomes

郑汝佳 东北师范大学
3 16:40-17:00 贡献报告

Generalized Linear Mixed-Effects Joint Model for Longitudinal and Bivariate Survival Data

陈计明 云南大学
4 17:00-17:20 贡献报告

A New and Unified Method for Regression Analysis of Interval-Censored Failure Time Data under Semiparametric Transformation Models with Missing Covariates

娄怡晨 吉林大学
5 17:20-17:40 贡献报告

Bayesian Transformation Model for Spatial Partly Interval-Censored Data

邱明悦 首都师范大学

A318

14:00-15:40 | Invited Session IS028: Interface Between Statistics and Neuro and Cognitive Science
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Impact of Zealots on Cooperation: A Study Based on the Behavioral Experiments of One-Shot Prisoner's Dilemma Games

石磊 云南财经大学
2 14:25-14:50 邀请报告

Lifespan Connectome Growth Modeling

贺永 北京师范大学
3 14:50-15:15 邀请报告

Learning Network-Structured Dependence from Non-Stationary Multivariate Point Process Data

Chunming Zhang University of Wisconsin-Madison
4 15:15-15:40 邀请报告

Debiased Estimation and Inference for Spatial-Temporal EEG/MEG Source Imaging

童培峰 北京大学
16:00-17:40 | Contributed Session CS008:Factor Models and Bayesian Analysis
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Forecasting Midprice Movement of HFT Data With Bayesian Stochastic Attention-Based Neural Bag of Implicit Feature Models

刘旭 山东财经大学
2 16:20-16:40 贡献报告

Forecasting Using Nonlinear Factor Models with Nonparametrically Targeted Predictors

汪思韦 湖南大学
3 16:40-17:00 贡献报告

Sparse Multicategory Generalized Distance Weighted Discrimination in Ultra-High Dimensions

苏通 云南大学
4 17:00-17:20 贡献报告

Efficient and Flexible LLMs-Generated Content Detection

田万 北京航空航天大学
5 17:20-17:40 贡献报告

An Algorithm to Assess Importance of Predictors in Systematic Review of Prediction Models: A Case Study with Simulations

严若华 北京儿童医院

A322

14:00-15:40 | Contributed Session CS003:Recent Advances in Mixture Model
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

A Gaussian Mixture Model for Multiple Instance Learning with Partially Subsampled Instances

余柏辰 北京大学
2 14:20-14:40 贡献报告

Semi-Implicit Variational Inference via Score Matching

余龙林 北京大学
3 14:40-15:00 贡献报告

Estimating IRT Models under Gaussian Mixture Modelling of Latent Traits: An Application of MSAEM Algorithm

成思瑶 东北师范大学
4 15:00-15:20 贡献报告

Gaussian Mixture Model with Rare Events

李雪曈 北京大学
5 15:20-15:40 贡献报告

Mixed Models for Longitudinal Binary Outcomes with Crossed Random Effects

Shi Zhang University of Manitoba
16:00-17:40 | Contributed Session CS009:Statistical Machine Learning: Methodology and Applications
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Adaptive Split Balancing for Optimal Random Forest

张宇谦 中国人民大学
2 16:20-16:40 贡献报告

Split-and-Merge Based Simultaneous Input and State Filter for Nonlinear Dynamic Systems

胡三丰 云南大学
3 16:40-17:00 贡献报告

Alteration Detection of Tensor Dependence Structure via Sparsity-Exploited Reranking Algorithm

马莉 厦门大学
4 17:00-17:20 贡献报告

Mini-Batch Gradient Descent with Buffer

亓颢博 北京师范大学
5 17:20-17:40 贡献报告

Testing Non-inferiority of a New Treatment in Three-Arm Clinical Trials with Binary Endpoints

余彬 云南大学

B601

14:00-15:40 | Contributed Session CS004:Statistical Hypothesis Testing in Complex Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Hypothesis Testing in Gaussian Graphical Models: Goodness-of-Fit and Conditional Randomization Tests

Xiaotong Lin National University of Singapore
2 14:20-14:40 贡献报告

Robust Estimation and Testing for GARCH Models via Exponentially Tilted Empirical Likelihood

李亚爽 云南大学
3 14:40-15:00 贡献报告

A Bayesian Phase I/II Platform Design for Multiple Indications with Mixed Types of Endpoints of Toxicity and Efficacy

石现 华东师范大学
4 15:00-15:20 贡献报告

Elevating Federated Clustering: Deep Generative Models and Contrastive Learning Strategies

闫杰 中央财经大学
5 15:20-15:40 贡献报告

The Lose-Lose or All-Lose Consequences: Assessing the International Economic Impact of Sino–U.S. Technological Decoupling

Yutao Jiang Anhui University of Finance and Economics
16:00-17:40 | Contributed Session CS010:Recent Advances in Statistical Learning Methods
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Efficient and Provable Online Reduced Rank Regression via Online Gradient Descent

刘潇 上海交通大学
2 16:20-16:40 贡献报告

Acceleration of Stochastic Gradient Descent with Momentum by Averaging: Finite-Sample Rates and Asymptotic Normality

唐科杰 上海交通大学
3 16:40-17:00 贡献报告

An Adaptive ABC-MCMC with Global-Local Proposals

曹雪飞 南开大学
4 17:00-17:20 贡献报告

Large Deviation Algorithms for the Thresholding Bandit Problem

Shan Dai The Chinese University of Hong Kong (Shenzhen)
5 17:20-17:40 贡献报告

Computationally Efficient Methods for Estimating Co-heritability of Multivariate Phenotypes Using Biobank Data

邓宇昊 University of Michigan

B603

14:00-15:40 | Contributed Session CS001:Recent Advances in Reinforcement Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Strategy Evaluation in Non-Stationary Reinforcement Learning Environment 非平稳强化学习环境下的策略评估

王纬 山东大学
2 14:20-14:40 贡献报告

Reinforcement Learning in Interval-Censored Data

曹智苗 山东大学
3 14:40-15:00 贡献报告

Unobserved Structural Changes in the Factor-Augmented Panel Quantile Model

孟凡雨 山东大学
4 15:00-15:20 贡献报告

Reinforcement Learning for Survival Analysis

冯健齐 山东大学
5 15:20-15:40 贡献报告

A Fast Optimal Hyperparameter Selection Based on Bandits for Streaming Data

张宇 山东大学
16:00-17:40 | Contributed Session CS011:Causal Inference and Applications
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Efficient Nonparametric Inference of Causal Mediation Effects with Nonignorable Missing Confounders

单嘉伟 中国人民大学
2 16:20-16:40 贡献报告

Multiply Robust Estimation for General Multivalued Treatment Effects with Missing Outcomes

王晓瑞 南方科技大学
3 16:40-17:00 贡献报告

Matching-Based Policy Learning with Observational Data

李旭乔 中山大学
4 17:00-17:20 贡献报告

Prospective and Retrospective Causal Inferences Based on the Potential Outcomes Framework.

张超 北京工商大学
5 17:20-17:40 贡献报告

Causal Attribution with Confidence

张平 北京大学

B606

14:00-15:40 | Contributed Session CS006:Interdisciplinary and Applied Research: Statistical Analysis on Medical Data and Models
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Research on Convex Clustering for Multi-Source Data

赵建喜 北京信息科技大学
2 14:20-14:40 贡献报告

Generalization Analysis of Deep CNNs under Maximum Correntropy Criterion

Zhiying Fang Shenzhen Polytechnic University
3 14:40-15:00 贡献报告

Construction and validation of an imaging omics prediction model for the efficacy of methylprednisolone in the treatment of radiation-induced brain injury 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

卓小煌 天津市环湖医院
4 15:00-15:20 贡献报告

A Copula‐Based Approach on Optimal Allocation of Hot Standbys in Series Systems

张建东 西北师范大学
5 15:20-15:40 贡献报告

A Monte Carlo Classification Method Based on Partial Variables and Its Application in Clinical Data

毛善骏 湖南大学
16:00-17:40 | Contributed Session CS012:Recent Advances in Statistical Inference
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Statistical Inference for Power Autoregressive Conditional Duration Models with Stable Innovations

陶宇心 南方科技大学
2 16:20-16:40 贡献报告

Exploring Causal Effects of Hormone- and Radio-Treatments in an Observational Study of Breast Cancer under Semi-competing Risks Setting

俞童慧 Nanyang Technological University
3 16:40-17:00 贡献报告

A Statistical Review on the Optimal Fingerprinting Approach in Climate Change Studies

陈涵玥 北京大学
4 17:00-17:20 贡献报告

A Novel Approach for Identifying Genetic Associations with Heterogeneous Cancer Subtypes Risk

付盛 南开大学
5 17:20-17:40 贡献报告

Transfer Learning with General Estimating Equations

闫晗 北京大学

2024-07-13 星期六

Lecture Hall (1st Floor)

08:30-10:10 | KeyNote
编号 时间 类型 题目 讲者 单位
1 08:30-09:20 大会报告

Build an End-to-End Scalable and Interpretable Data Science Ecosystem by Integrating Statistics, ML, and Domain Sciences

Xihong Lin Harvard University
2 09:20-10:10 大会报告

Statistics and Its Applications in Forensic Science and the Criminal Justice System

Alicia Carriquiry Iowa State University
10:30-11:20 | KeyNote
编号 时间 类型 题目 讲者 单位
1 10:30-11:20 大会报告

Generative Adversarial Learning with Optimal Input Dimension and Its Adaptive Generator Architecture

林华珍 西南财经大学

百合厅

14:00-15:40 | Invited Session IS053: Recent Advances in Statistical Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Dynamic Prediction with Individualized Feature Selection

Lu Tian Stanford University
2 14:25-14:50 邀请报告

High-Order Statistical Expansion in Functional Estimation

Cun-Hui Zhang Rutgers University
3 14:50-15:15 邀请报告

Navigating the Societal Landscape of Generative AI: Opportunities and Challenges from a Statistical Perspective

Weijie Su University of Pennsylvnania
4 15:15-15:40 邀请报告

Network Regression and Supervised Centrality Estimation

Haipeng Shen The University of Hong Kong
16:00-17:40 | Invited Session IS048: Recent Advances in Deep Learning Theory(深度学习理论最新进展)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Self-Supervised Transfer Learning

焦雨领 武汉大学
2 16:25-16:50 邀请报告

A Statistical Theory of Regularization-Based Continual Learning

林伟 北京大学
3 16:50-17:15 邀请报告

Towards a Statistical Understanding of Deep Neural Network: Beyond the Neural Tangent Kernel Theory

林乾 清华大学
4 17:15-17:40 邀请报告

Deep Nonlinear Sufficient Dimension Reduction

於州 华东师范大学

A201-202

14:00-15:40 | Invited Session IS022: Frontier of Statistics Machine Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

An Adaptive Transfer Learning Framework for Functional Classification

柏杨 上海财经大学
2 14:25-14:50 邀请报告

Modeling Spatio-Temporal Extremes with Conditional Variational Autoencoders

Likun Zhang University of Missouri
3 14:50-15:15 邀请报告

Bayesian Biclustering and Its Application in Education Data Analysis

Weining Shen University of California, Irvine
4 15:15-15:40 邀请报告

Topological Analysis of Seizure-Induced Alterations in the Causal Pathways of Effective Brain Connectivity

Anass El Yaagoubi KAUST
16:00-17:40 | Invited Session IS082: Trustworthy AI
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

A Network-Based Decentralization Scheme for Recommender Systems

Xuan Bi University of Minnesota
2 16:25-16:50 邀请报告

Is Knowledge All Large Language Models Needed for Causal Reasoning?

Hengrui Cai University of California, Irvine
3 16:50-17:15 邀请报告

On Tracking Structural Changes in Dynamic Heterogeneous Networks

Junhui Wang The Chinese University of Hong Kong
4 17:15-17:40 邀请报告

PhiBE: A Physics-Informed Bellman Equation for Continuous Time Reinforcement Learning

Yuhua Zhu University of California, Los Angeles

A216-217

14:00-15:40 | Invited Session IS036: New Advances in Complex Data Analyses
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Federated Learning of Robust Individualized Decision Rules with Application to Heterogeneous Multi-Hospital Sepsis Population

唐路 匹兹堡大学
2 14:25-14:50 邀请报告

Fixed and Random Covariance Regression Analyses

邹韬 The Australian National University
3 14:50-15:15 邀请报告

Latent Subgroup Analysis with Observational Data

郭心舟 香港科技大学
16:00-17:40 | Invited Session IS021: Foundation Models in Large-Scale Biomedical Studies
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

RWE-GPT: A Large Scale Pretrained Foundation Model with Negative Control Outcomes for Debiased Real-World Evidence Generation

Yong Chen University of Pennsylvania
2 16:25-16:50 邀请报告

Integrated Analysis and Mining of Large-Scale Biomedical Data

王学钦 中国科学技术大学
3 16:50-17:15 邀请报告

Development of A Large Language Model for Electronic Health Record Information Extraction

俞声 清华大学

A301-302

14:00-15:40 | Invited Session IS037: New Statistical Methods for Causal Inference and Hidden Factor Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Online Statistical Inference for Low-Rank Tensor Learning

Wei Sun Purdue University
2 14:25-14:50 邀请报告

Semi-Confirmatory Factor Analysis for High-Dimensional Data with Interconnected Community Structures

Shuo Chen University of Maryland
3 14:50-15:15 邀请报告

Assumption Matters: A Semiparametric Analysis of the Average Treatment Effect on the Treated

Jiwei Zhao University of Wisconsin-Madison
4 15:15-15:40 邀请报告

Mendelian Randomization Analysis with Pleiotropy-Robust Log-Linear Models for Binary Outcomes

贾金柱 Peking University
16:00-17:40 | Invited Session IS077: Statistical Theory and Learning
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Enveloped Huber Regression

Le Zhou Hong Kong Baptist University
2 16:25-16:50 邀请报告

Implicit Generative Prior for Bayesian Neural Networks

Xiao Wang Purdue University
3 16:50-17:15 邀请报告

Estimation of Over-parameterized Models from an Auto-Modeling Perspective

Chuanhai Liu Purdue University

A320-A321

14:00-15:40 | Invited Session IS063: Recent Topics in Machine Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

A Statistical Analysis of an Image Classification Problem

Juntong Chen University of Twente
2 14:25-14:50 邀请报告

Inference with Adaptively Collected Data

Koulik Khamaru Rutgers University
3 14:50-15:15 邀请报告

Holdout Predictive Checks for Bayesian Model Criticism

Gemma Moran Rutgers University
4 15:15-15:40 邀请报告

Wasserstein F-Tests for the Fréchet Regression on the Bures-Wasserstein Manifold

Hongzhe Li University of Pennsylvania
16:00-17:40 | Invited Session IS027: Innovative Statistical Methods for Heterogeneous Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Observed Best Prediction for Small Area Counts

Jiming Jiang University of California, Davis
2 16:25-16:50 邀请报告

Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-Response Data

张文扬 University of Macau
3 16:50-17:15 邀请报告

Minimax Regret Learning for Data with Heterogeneous Sub-populations

Weibin Mo Purdue University
4 17:15-17:40 邀请报告

BinomialRF: Interpretable Combinatoric Efficiency of Random Forests to Identify Biomarker Interactions

Helen Zhang University of Arizona

A203

14:00-15:40 | Invited Session IS025: Independence Test and Association Analysis
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Test of Conditional Independence in Factor Models via Hilbert-Schmidt Independence Criterion

成青 西南财经大学
2 14:25-14:50 邀请报告

Testing the Effects of High-Dimensional Covariates via Aggregating Cumulative Covariances

许凯 安徽师范大学
3 14:50-15:15 邀请报告

A Distribution Free Conditional Independence Test with Applications to Causal Discovery

张耀武 上海财经大学
4 15:15-15:40 邀请报告

Rank-Based Indices for Testing Independence between Two High-Dimensional Vectors

周叶青 同济大学
16:00-17:40 | Invited Session IS040: Novel Applications in Biostatistics
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Kernel Ordinary Differential Equation

Xiaowu Dai University of California, Los Angeles
2 16:25-16:50 邀请报告

Estimation of Individualized Combination Treatment Rule

Qi Xu University of California, Irvine
3 16:50-17:15 邀请报告

Optimal Transport for Latent Integration with An Application to Heterogeneous Neuronal Activity Data

Annie Qu University of California, Irvine
4 17:15-17:40 邀请报告

Estimating Heritability of Time-to-Event Traits Using Censored Multiple Variance Component Model

Jin Zhou University of California, Los Angeles

A218

14:00-15:40 | Invited Session IS066: Semiparametric Modeling for Complex Survival Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Privacy Preserving Survival Analysis Based on Federated Gradient Boosted Trees

王洪 中南大学
2 14:25-14:50 邀请报告

Bayesian Estimation of Partial Functional Tobit Censored Quantile Regression Model

王纯杰 长春工业大学
3 14:50-15:15 邀请报告

Factor-Augmented Transformation Models for Interval-Censored Failure Time Data

李树威 广州大学
16:00-18:05 | Invited Session IS073: Statistical Interdisciplinary Studies II
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

A New Statistic that Integrates Statistical Significance and Clinical Significance for Assessing the Progression of Pulmonary Nodules

周静 中国人民大学
2 16:25-16:50 邀请报告

Correlation Trilogy of UWF-based Myopia Prediction: Copula, OU, and Large Model

刘春玲 香港理工大学
3 16:50-17:15 邀请报告

Powerful, Scalable and Resource-Efficient Meta-Analysis of Rare Variant Associations in Large Whole Genome Sequencing Studies

李子林 Northeast Normal University
4 17:15-17:40 邀请报告

Construction and Application of Crime Prediction Effectiveness Index 犯罪预测效果指数构建与应用

Yaofeng Zhang Hubei University of Economics
5 17:40-18:05 邀请报告

Towards Precision Oncology Discovery: Four Less Known Genes and Their Unknown Interactions as Highest-Performed Biomarkers for Colorectal Cancer

张正军 中国科学院大学

A303

14:00-15:40 | Invited Session IS070: Statistical Inference for Biological and Medical Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Microbial Causal Mediation Inference with Microbiome/Metagenomic data

Huilin Li New York University
2 14:25-14:50 邀请报告

Adaptive Estimation in Multivariate Response Regression with Hidden Variables

Yang Ning Cornell University
3 14:50-15:15 邀请报告

Manifold Learning for Noisy and High-Dimensional Datasets

丁秀才 加州大学戴维斯
4 15:15-15:40 邀请报告

Sensitivity Analysis for Quantiles of Hidden Biases in Matched Observational Studies

Xinran Li University of Chicago
16:00-17:40 | Invited Session IS087: Data Science and Business Intelligence Statistical Analysis (数据科学与商业智能统计分析)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

New Thinking and Development in Data Analysis 数据分析的新思维与新发展

Jianping Zhu Xiamen University
2 16:25-16:50 邀请报告

From Specific Models to LLMs: Revolutionizing Problem Solving with Generative AI

华佳林 江西财经大学
3 16:50-17:15 邀请报告

Predicting Total Retail Sales of Consumer Goods Based on Web Search Data and Deep Neural Networks 基于网络搜索数据和深度神经网络的社会消费品零售总额预测研究

Kaiming Cheng Zhejiang Gongshang University
4 17:15-17:40 邀请报告

A Study on Empowering High Quality Development and Efficiency Improvement Path of Industrial Industry with New Productivity: Empirical Analysis Based on Random Forest Algorithm 新质生产力赋能工业行业高质量发展及其效率提升路径研究—基于随机森林算法的实证分析

Min Zhang Chongqing Technology and Business University

A305

14:00-15:40 | Invited Session IS078: Statistics in Earth Science Applications
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Detection and Attribution Analysis with Estimating Equations

Tianying Wang Colorado State University
2 14:25-14:50 邀请报告

Detecting Marine Heatwaves Below the Sea Surface Globally Using Physics-Informed Statistical Learning

李芙蓉 中国海洋大学
3 14:50-15:15 邀请报告

A Bayesian Nonstationary Model for Spatial Binary Data with Application to Characterizing Surface Marine Heatwaves

张博海 北京师范大学-香港浸会大学联合国际学院
4 15:15-15:40 邀请报告

Global Carbon Flux Estimated Using EnKF with In-situ and Satellite CO2 Observations

苏武 北京大学
16:00-17:40 | Invited Session IS013: Design and Modeling for Computer Experiments (计算机试验的设计与建模)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Robust Design for Order-of-Addition Experiments

杨建峰 南开大学
2 16:25-16:50 邀请报告

Physical Parameter Calibration

熊世峰 中国科学院数学与系统科学研究院
3 16:50-17:15 邀请报告

Adaptive Grid Designs for Classifying Monotonic Binary Computer Simulations

Xu He Chinese Academy of Sciences
4 17:15-17:40 邀请报告

Construction of Orthogonal-Maxpro Latin Hypercube Designs

王亚平 华东师范大学

A306

14:00-15:40 | Invited Session IS065: Robust Inference in High-Dimensional Complex Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Two-Way Homogeneity Pursuit for Quantile Network Vector Autoregression

朱雪宁 复旦大学
2 14:25-14:50 邀请报告

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Lihua Lei Stanford University
3 14:50-15:15 邀请报告

Transfer Learning for Spatial Autoregressive Models

Hao Zeng Xiamen University/Southern University of Science and Technology
4 15:15-15:40 邀请报告

CP Factor Model for Dynamic Tensors

Rong Chen Rutgers University
16:00-17:40 | Invited Session IS001: Advanced Estimation Methods and Machine Learning
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

General Pairwise Comparison Models

韩睿渐 香港理工大学
2 16:25-16:50 邀请报告

RMA: Ranking Based on Model Averaging

贺百花 中国科学技术大学
3 16:50-17:15 邀请报告

Demographic Parity-aware Individualized Treatment Rules

Wen Su City University of Hong Kong
4 17:15-17:40 邀请报告

An Optimal Two-Step Estimation Approach for Two-Phase Studies

Kin Yau Wong The Hong Kong Polytechnic University

A307

14:00-15:40 | Invited Session IS052: Recent Advances in Sequencing and Imaging Data Analysis
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Latent Subgroup Identification in Image-on-Scalar Regression

Yajuan Si University of Michigan
2 14:25-14:50 邀请报告

Biomarker Identification Using High Dimensional Inference with An Application in CAR-T Cell Immunotherapy

Vicky Wu Fred Hutchinson Cancer Center
3 14:50-15:15 邀请报告

Functional Tensor Regression

李通宇 北京大学
4 15:15-15:40 邀请报告

Streaming Tensor Factorization

Xiwei Tang University of Virginia
16:00-17:40 | Invited Session IS003: Advancements in Statistical Inference of Point Processes and Their Applications
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Filtering and Estimating the Renewal Hawkes Process

Jiancang Zhuang The Institute of Statistical Mathematics, Japan
2 16:25-16:50 邀请报告

Nonparametric Second-Order Estimation for Spatiotemporal Point Patterns

Jialing Liu Sun Yat-sen University
3 16:50-17:15 邀请报告

Fitting Multivariate Hawkes Process with Interval Count Data

Feng Chen The University of New South Wales
4 17:15-17:40 邀请报告

Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations

Guanyu Hu University of Texas Health Science Center at Houston

A308

14:00-15:40 | Invited Session IS085: Industrial Big Data and Intelligent Statistical Analysis (工业大数据和智能化统计分析)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Application of Intelligent Statistical Analysis in Biotechnology and Medical Treatment 智能化统计分析在生技医疗上之应用

謝邦昌 天主教辅仁大学
2 14:25-14:50 邀请报告

Statistical Measurement and Application of Industrial Big Data 工业大数据统计测度及其应用

李勇 成都信息工程大学
3 14:50-15:15 邀请报告

Promote Sign Consistency in Cure Rate Model for Credit Scoring

Chenlu Zheng Fu Jian Police College
4 15:15-15:40 邀请报告

Industrial Intelligence and Corporate Environmental Performance: An Industry-Linked Perspective

田金方 山东财经大学
16:00-17:40 | Invited Session IS007: Asymptotic Theory and High-Dimensional Statistics
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

High-Dimensional Bootstrap and Asymptotic Expansion

Yuta Koike The University of Tokyo
2 16:25-16:50 邀请报告

Central Limit Theorem in Exponential Graphs 指数图中心极限定理

刘松昊 南方科技大学
3 16:50-17:15 邀请报告

Large Dimensional Robust Spiked Covariance Matrix and Order Estimation

伊梦茜 北京师范大学
4 17:15-17:40 邀请报告

Double Shrinkage Priors for a Normal Mean Matrix

Takeru Matsuda The University of Tokyo & RIKEN Center for Brain Science

A315

14:00-15:40 | Invited Session IS076: Statistical Learning on Multi-Source and Complicated Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Decentralized Learning of Quantile Regression: A Smoothing Approach with Two Bandwidths

朱仲义 复旦大学
2 14:25-14:50 邀请报告

Tuning-Free Sparse Clustering via Alternating Hard-Thresholding

唐年胜 云南大学
3 14:50-15:15 邀请报告

Orthogonality Specification Testing With Complex Survey Data

赵普映 云南大学
4 15:15-15:40 邀请报告

Communication-Efficient Distributed Subgroup Learning

朱文圣 东北师范大学
16:00-17:40 | Invited Session IS092: Statistical Network Analysis and Its Application
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Modularity Based Methods for Network Data

Yuguo Chen University of Illinois Urbana-Champaign
2 16:25-16:50 邀请报告

Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern

Yuan Zhang The Ohio State University
3 16:50-17:15 邀请报告

ReHLine: Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence

戴奔 香港中文大学
4 17:15-17:40 邀请报告

Efficient Estimation for Longitudinal Networks via Adaptive Merging

张浩然 南方科技大学

A316

14:00-15:40 | Sepecial Session SS1: Bernoulli Session on Statistical Methodology & Theory
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Enhancing High-Dimensional Statistical Learning Through Random Matrix Theory: Reviving Pseudo-Inverses

Nestor Parolya Delft University of Technology
2 14:25-14:50 邀请报告

Operations with Concentration Inequalities

Cosme Louart The Chinese University of Hong Kong (Shenzhen)
3 14:50-15:15 邀请报告

Asymptotic Properties of K-means and Its Modification under High Dimensional Settings

Kento Egashira Tokyo University of Science
16:00-17:40 | Invited Session IS009: Complex Data, Geometry and Related Fields
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Regression Analysis of Neuroimaging Data Leveraging Deep Neural Networks

Jian Kang University of Michigan
2 16:25-16:50 邀请报告

Interpretable Super-Resolution Dimension Reduction of Spatial Transcriptomics Data by DeepFuseNMF

席瑞斌 北京大学
3 16:50-17:15 邀请报告

Algorithms for Ridge Estimation with Convergence Guarantees

Wanli Qiao George Mason University
4 17:15-17:40 邀请报告

Manifold Fitting: The Next Frontier in Single-Cell RNA Clustering and Its Potential Applications

Bingjie Li National University of Singapore

A317

14:00-15:40 | Invited Session IS056: Recent Advances in Statistical Network Analysis - Methodology and Applications
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Autoregressive Networks: Node Heterogeneity, Homophily, and Beyond

Binyan Jiang The Hong Kong Polytechnic University
2 14:25-14:50 邀请报告

A Sparse Latent Space Model for Text Network

Xiaoyue Maggie Niu The Pennsylvania State University
3 14:50-15:15 邀请报告

A Latent Space Model for Weighted Keyword Co-occurrence Networks with Applications in Knowledge Discovery in Statistics

潘蕊 中央财经大学
4 15:15-15:40 邀请报告

Semiparametric Analysis of Directed Network Formations

晏挺 华中师范大学
16:00-17:40 | Invited Session IS067: Stastistical Analysis with Complex Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Local Clustering for Functional Data

张庆昭 厦门大学
2 16:25-16:50 邀请报告

Gaussian Approximation for Thresholding Statistics

邱宇谋 北京大学
3 16:50-17:15 邀请报告

Distribution-Free Prediction Intervals Under Covariate Shift, With an Application to Causal Inference

刘玉坤 华东师范大学
4 17:15-17:40 邀请报告

Knockoff-Based Statistics for the Identification of Putative Causal Genes in Genetic Studies

马诗洋 上海交通大学

A318

14:00-15:40 | Invited Session IS102: Statistical Measurement, Evaluation and Decision(统计测度、评价与决策分会场)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Theory, Optimization and Application of Policy Evaluation Methods: Case Studies of DID, SCM, RDD and PSM 政策评估方法的理论、优化与应用:以DID、SCM、RDD和PSM为例

Facang Zhu Zhejiang Gongshang University
2 14:25-14:50 邀请报告

Employer Brand Evaluation Method Based on Online Emotional Analysis and LDA-Kano Model

Shouzhen Zeng Ningbo University
3 14:50-15:15 邀请报告

Online Commodity Recommendation Model for Interaction between User Ratings and Intensity-Weighted Hierarchical Sentiment: A Case Study of LYCOM

Chonghui Zhang Zhejiang Gongshang University
16:00-17:40 | Invited Session IS102: Statistical Measurement, Evaluation and Decision(统计测度、评价与决策分会场)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Interval-Valued Functional Clustering Based on the Wasserstein Distance Considering the Interval Distribution Information with Application to Air Quality Data

Lirong Sun Zhejiang Gongshang University
2 16:25-16:50 邀请报告

Research on the Measurement of Income Distribution of Data Value Chain Balance Fairness and Efficiency

Wenjin Zuo Shanghai University of Finance and Economics Zhejiang College
3 16:50-17:15 邀请报告

Multidimensional Cloud Model Based Assessment and its Application to the Risk of Supply Chain Financial Companies

Jinming Zhou Anhui Polytechnic University
4 17:15-17:40 邀请报告

Integrated Optimization of Kernel Correlation Filtering Algorithm Based on the Benefit of Doubt Method

Sibo Chen Anhui Polytechnic University

A322

14:00-15:40 | Contributed Session CS019: Statistical Applications in Economics and Medicine
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

“The Belt and Road” Network Analysis and Spatial Spillover Effect “一带一路”网络分析及空间溢出效应

赵安琪 重庆工商大学
2 14:20-14:40 贡献报告

Network Analysis and Spatial Correlation of Common Prosperity 共同富裕的网络分析与空间关联

李金海 重庆工商大学
3 14:40-15:00 贡献报告

Statistical Measurement and Spatial Difference of Chinese Path to Modernization Level Based on Provincial Dimension 基于省域维度中国式现代化水平的统计测度及空间差异

于智扬 北方民族大学
4 15:00-15:20 贡献报告

Using the NP-UNet Model to Automatically Quantify the Non Perfusion Area of Retinal UWF-SS-OCTA in Patients with Ischemic Retinal Disease 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

Yuting Liao Sun Yat-sen University
16:00-17:40 | Contributed Session CS021:Matrix Theory and Sufficient Dimension Reduction
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Multi Angle Subgroup Ensemble Learning Based on Tensor Decomposition 基于张量分解的多角度亚组集成学习

赵荀 西南财经大学
2 16:20-16:40 贡献报告

Dynamic Matrix Recovery 动态矩阵恢复

陈自元 北京大学
3 16:40-17:00 贡献报告

An Improved Principal Hessian Directions Method for Dimension Reduction

李政 东北师范大学
4 17:00-17:20 贡献报告

A Novel Method for Synthetic Controls with Interference

何沛予 北京大学
5 17:20-17:40 贡献报告

Identifying Causal Effects Using Instrumental Variables From the Auxiliary Dataset

帅康 北京大学

B601

14:00-15:40 | Contributed Session CS016: Statistical Inference in Complex Data Analysis
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Penalized Sparse Covariance Regression with High Dimensional Covariates

高原 北京大学
2 14:20-14:40 贡献报告

Quantile Forward Regression in High-Dimensional Distributional Counterfactual Analysis

陈弘琦 湖南大学
3 14:40-15:00 贡献报告

A Tuning-Free Robust Approach for High-Dimensional Regression with Missing Covariates

汪文俊 云南大学
4 15:00-15:20 贡献报告

Parameter Identification of Random Wing Model Based on Deep Feature Fusion 基于深度特征融合的随机机翼模型参数辨识

王小龙 陕西师范大学
5 15:20-15:40 贡献报告

A Distribution Factor Clustering Method Based on Gaussian Mixture Model 基于高斯混合模型的分布因子聚类方法

朱映秋 对外经济贸易大学
16:00-17:40 | Contributed Session CS022:Asymptotic Theory in Probability and Statistics
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Stochastic Dynamical Analysis for Renewable Power System Excited by Multiplicative Fractional Gaussian Noise Based on Graph Neural Network

李虎飞 北方民族大学
2 16:20-16:40 贡献报告

Limit Theorems for Continuous State Nonhomogeneous Markov Chain

丁承军 云南大学
3 16:40-17:00 贡献报告

Green Matching: An Efficient Parameter Estimation Method for Complex Dynamical Systems 格林匹配:复杂动力系统的一种高效参数估计方法

张国宇 北京大学
4 17:00-17:20 贡献报告

Stratified Permutational Berry-Esseen Bounds

田鹏菲 清华大学
5 17:20-17:40 贡献报告

Using Synthetic Data to Regularize Maximum Likelihood Estimation

Weihao Li National University of Singapore

B603

14:00-15:40 | Contributed Session CS017: Statistical Modeling for Complex Networks
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Atypical Dynamic Network Reconfiguration and Genetic Mechanisms in Patients with Major Depressive Disorder

肖海蓉 湖南师范大学
2 14:20-14:40 贡献报告

Citation Counts Prediction of Statistical Publications Based on Multi-Layer Academic Networks via Neural Network Model

高天辰 厦门大学
3 14:40-15:00 贡献报告

A Community Detection Algorithm Based on Spectral Co-clustering and Weight Self-Adjustment in Attributed Stochastic Co-block Models

张雨欣 中国科学技术大学
4 15:00-15:20 贡献报告

Two-Step Estimation Procedure for Copula-Based Parametric Regression Models for Semi-competing Risks Data

张庆敏 云南大学
5 15:20-15:40 贡献报告

Constructing a Three-Dimensional Eddy-Resolving Hydrographic Dataset in West Pacific Ocean Using Ensemble Kalman Filter

王昺皓 北京大学
16:00-17:40 | Contributed Session CS023:Recent Advances in Graphical Models and Image
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Empowering Mental Health Insights: The Synergy of Knowledge Graphs and Large Language Models

高姗 云南大学
2 16:20-16:40 贡献报告

Total Variation Regularized Multi-Matrices Weighted Schatten p-norm Minimization for Image Denoising

谭作洵 重庆大学
3 16:40-17:00 贡献报告

Applying a Collaborative Learning Framework Based on Pyramid Shaped Visual Transformers for Uncertainty Information in Fundus Image Classification, Segmentation, and Object Detection Tasks 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

陈星树 中山大学
4 17:00-17:20 贡献报告

Aggregate Spectral Clustering for Multi-Layer Popularity Adjusted Block Model

戴军 中国科学技术大学
5 17:20-17:40 贡献报告

Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs

黄栋 清华大学

B606

14:00-15:40 | Contributed Session CS018: Complex Data Analysis
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Estimation of Non-Gaussian Factors Using Higher-Order Multi-Cumulants in Weak Factor Models

黄光麟 西南财经大学
2 14:20-14:40 贡献报告

One-Way and Two-Way Matrix Factor Models for Matrix Sequences

陈明镜 重庆工商大学
3 14:40-15:00 贡献报告

Structural Dimension Reduction in Bayesian Networks

孙毅 新疆大学
4 15:00-15:20 贡献报告

Two-Stage Gene Selection of Prior Information Fusion and Its Application in Omics Data Mining 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

王沛 河南大学
5 15:20-15:40 贡献报告

Power-Enhanced Projection Test for High-Dimensional Mean Vectors

陈夏 陕西师范大学
16:00-17:40 | Contributed Session CS024:Statistical Modeling for Complex Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Fast and Stable Estimation for Structural Break Models with Endogenous Regressors

赵长玮 厦门大学
2 16:20-16:40 贡献报告

Simultaneous Outlier Detection and Prediction for Kriging with True Identification

曾佑杰 中国科学技术大学
3 16:40-17:00 贡献报告

Time-Varying Mediation Analysis for Incomplete Data with Application to DNA Methylation Study for PTSD

魏可成 复旦大学
4 17:00-17:20 贡献报告

Time-Varying Home Advantage in the English Premier League: A Causal Discovery Method for Non-Stationary Causal Processes

亓旻昊 上海财经大学
5 17:20-17:40 贡献报告

A Semiparametric Gaussian Mixture Model for Chest CT-based 3D Blood Vessel Reconstruction

曾千涵 北京大学

2024-07-14 星期日

百合厅

08:30-10:10 | Invited Session IS023: Deep Generative Models
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Efficient Training Algorithms for Neural Networks 神经网络的高效训练算法

陈键飞 清华大学
2 08:55-09:20 邀请报告

Conditional Stochastic Interpolation for Generative Learning

Guohao Shen The Hong Kong Polytechnic University
3 09:20-09:45 邀请报告

Score Identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation

Mingyuan Zhou University of Texas, Austin
4 09:45-10:10 邀请报告

Gaussian Denoising for Generative Learning

高源 香港理工大学
10:30-12:10 | Invited Session IS038: New Statistical Methods for Complex Imaging and Genetics Data
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Cortical Surface Alignment Based on Continuous Structural Connectivity

Zhengwu Zhang University of North Carolina, Chapel Hill
2 10:55-11:20 邀请报告

TCRpred: Incorporating T-Cell Receptor Repertoire for Clinical Outcome Prediction

Qianchuan He Fred Hutchinson Cancer Center
3 11:20-11:45 邀请报告

Brain Aging Chart for Understanding Complex Aging Process via Multimodal Data Integration

Haochang Shou University of Pennsylvania
4 11:45-12:10 邀请报告

LP-Micro: Explainable Longitudinal Prediction Using Machine Learning Methods on Disease Outcomes from Microbiome Data

Di Wu University of North Carolina, Chapel Hill
14:00-15:40 | Invited Session IS032: Model-Agnostic Statistical Inference
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Multiple Testing of Linear Forms for Noisy Matrix Completion

杜理论 香港城市大学
2 14:25-14:50 邀请报告

CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control

包亚杰 上海交通大学
3 14:50-15:15 邀请报告

Real-Time Selection under General Constraints via Predictive Inference

Haojie Ren Shanghai Jiao Tong University
4 15:15-15:40 邀请报告

Algorithm-Agnostic Inference After Change Point Detection

王光辉 华东师范大学
16:00-17:40 | Invited Session IS064: Research on the Statistics and Development of Networked Economic and Social Systems in the Context of Digital Intelligence Technology
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Research on the Construction of Theoretical Framework of Intelligent Academic Evaluation 智能学术评价的理论框架构建研究

俞立平 浙江工商大学
2 16:25-16:50 邀请报告

Government Attention Index for National Governance Modernization with Its Application — Measurement Based on News Text 国家治理现代化政府注意力指数构建及其应用

方匡南 厦门大学
3 16:50-17:15 邀请报告

Statistical Analysis Methods and Applications in Financial Networks under the Background of Digital Intelligence 数智化背景下金融网络统计分析方法与应用研究

欧阳资生 湖南师范大学
4 17:15-17:40 邀请报告

Network Statistics of Economic and Social Systems in the Age of Data Intelligence 数智化时代经济社会系统网络统计

方国斌 安徽财经大学

A201-202

08:30-10:10 | Invited Session IS096: New Statistical and Machine Learning Methods for Complex Data
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

A Parsimonious Joint Model of Survival Outcomes and Time-Varying Biomarkers

Zhiyang Zhou University of Wisconsin-Milwaukee
2 08:55-09:20 邀请报告

A Bayesian Approach to Response Optimization on Data with Multistratum Structure

Po Yang Univerisity of Manitoba
3 09:20-09:45 邀请报告

Machine Learning-Driven Data Integration for Precision Medicine

胡平昭 Western University
4 09:45-10:10 邀请报告

Improved Joint Modeling of Longitudinal and Survival Data Using a Poisson Regression Approach

Depeng Jiang University of Manitoba
10:30-12:10 | Invited Session IS035: Network Analysis and Cluster Analysis
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Multi-Modal Data Integration via Orchestrated Approximate Message Passing

Zongming Ma Yale University
2 10:55-11:20 邀请报告

Eigenvectors Fluctuations and Limit Results for Graphon Estimation

MInh Tang North Carolina State University
3 11:20-11:45 邀请报告

Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift

Kaizheng Wang Columbia University
14:00-15:40 | Invited Session IS089: Statistical Research on the Digital Economy and Its Impact (数字经济及其影响的统计研究)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Compilation Methods for Input-output Tables in the Digital Economy 数字经济投入产出表编制方法

Yafei Wang Beijing Normal University
2 14:25-14:50 邀请报告

Internet Usage and Economic Resilience of Low-Income Households 互联网使用与低收入群体家庭经济韧性

Gang Peng Southwestern University of Finance and Economics
3 14:50-15:15 邀请报告

International Progress and Implications of Research on Statistical Measurement of the Digital Economy 数字经济统计测度的国际进展及对中国的启示

Meihui Zhang Shandong University of Finance and Economics
4 15:15-15:40 邀请报告

Analysis of Industrial Correlation Effect of Digital Economy in Northeast China 东北地区数字经济产业关联效应分析

Guorong Li Jilin University of Finance and Economics
16:00-17:40 | Invited Session IS055: Recent Advances in Statistical Machine Learning: Theory and Applications
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Combinatorial Inference on the Optimal Assortment in Multinomial Logit Models

Junwei Lu Harvard University
2 16:25-16:50 邀请报告

A Statistical Perspective of LLMs: Geometry of Embeddings in Transformers

Yiqiao Zhong University of Wisconsin-Madison
3 16:50-17:15 邀请报告

Tightness of SDP and Burer-Monteiro Factorization for Phase Synchronization in High Noise Regime

Anderson Ye Zhang University of Pennsylvania
4 17:15-17:40 邀请报告

Dyadic Reinforcement Learning

Shuangning Li University of Chicago

A216-217

08:30-10:10 | Invited Session IS024: High-Dimensional Statistical Learning
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Kernel Variable Importance Measure

Liuhua Peng The University of Melbourne
2 08:55-09:20 邀请报告

Distribution-Free Prediction Bands for Clustered Data with Missing Responses

唐炎林 华东师范大学
3 09:20-09:45 邀请报告

Integrative Nearest Neighbor Classifiers for Block-missing Multi-modal Data

Guan Yu University of Pittsburgh
4 09:45-10:10 邀请报告

Residual Importance Weighted Transfer Learning for High-Dimensional Linear Regression

赵俊龙 北京师范大学
10:30-12:10 | Invited Session IS014: Dynamic and Reinforcement Learning
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Multi-Objective Tree-Based Reinforcement Learning for Estimating Tolerant Dynamic Treatment Regimes

Lu Wang University of Michigan
2 10:55-11:20 邀请报告

Interim Analysis in Sequential Multiple Assignment Randomized Trials for Survival Outcomes

Yu Cheng University of Pittsburgh
3 11:20-11:45 邀请报告

Functional Linear Operator Quantile Regression for Sparse Longitudinal Data

周兴才 南京审计大学
14:00-15:40 | Invited Session IS046: Recent Advances in Causal Inference
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Principled Random Forests: Uncertainty Quantification for Tree Structure Models with Robustness to Stratification Errors

Zhenyu Wang Rutgers University
2 14:25-14:50 邀请报告

Engression: Extrapolation for Nonlinear Regression?

Xinwei Shen Swiss Federal Institute of Technology Zurich
3 14:50-15:15 邀请报告

On the Possibility of Doubly-Robust Root-n Inference

Matteo Bonvini Rutgers University
4 15:15-15:40 邀请报告

Long-Term Causal Inference under Persistent Confounding via Data Combination

王禹皓 清华大学
16:00-17:40 | Invited Session IS044: Progress in Best Subset Selection
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique

Junxian Zhu Sun Yat-sen University
2 16:25-16:50 邀请报告

Minimax Optimal Methods for High-Dimensional Doubly Sparse Linear Regression 高维双稀疏线性回归的极小极大最优方法

Yanhang Zhang Renmin University of China
3 16:50-17:15 邀请报告

Subset Selection EM Algorithm: Statistical Analysis and Applications

王宁 北京师范大学
4 17:15-17:40 邀请报告

Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic Regression

温灿红 中国科学技术大学

A301-302

08:30-10:10 | Invited Session IS019: Financial Machine Learning
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Corporate Risk Disclosures, Stock Price Comovement, and Expected Returns

尤海峰 清华大学
2 08:55-09:20 邀请报告

Mitigating Estimation Risk in High Dimensional Portfolio Selection

袁明 Columbia University
3 09:20-09:45 邀请报告

Learning the Stochastic Discount Factor

Xinghua Zheng The Hong Kong University of Science and Technology
10:30-12:10 | Invited Session IS043: Panel Data and Microeconometrics
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

On the Inconsistency of Cluster-Robust Inference and How Subsampling Can Fix It

Yulong Wang Syracuse University
2 10:55-11:20 邀请报告

Three-Dimensional Heterogeneous Panel Data Models with Multi-Level Interactive Fixed Effects

陆迅 香港中文大学
3 11:20-11:45 邀请报告

DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning

Zhonghua Liu Columbia University
4 11:45-12:10 邀请报告

Smoothed Quantile Regression for Panel Data with Mixed Group Structure

李海奇 湖南大学
14:00-15:40 | Invited Session IS093: Mathematical Foundations in AI
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Two Phases of Scaling Laws for Nearest Neighbor Classifiers

杨朋昆 清华大学
2 14:25-14:50 邀请报告

Accelerated Gradient Algorithms with Adaptive Subspace Search for Instance-Faster Optimization 实例更快的加速梯度下降算法

Cong Fang Peking University
3 14:50-15:15 邀请报告

Constrained Policy Optimization with Explicit Behavior Density for Offline Reinforcement Learning

王文佳 香港科技大学霍英东研究院
4 15:15-15:40 邀请报告

Understanding the In-Context Learning Capabilities of Large Language Models

Yong Liu Renmin University of China
16:00-17:40 | Invited Session IS098: Spatial and Network Econometrics
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Estimation and Selection of High Order Spatial Autoregressive Models with Adaptive Elastic Net

刘拓 厦门大学
2 16:25-16:50 邀请报告

Applications of Functional Dependence to Spatial Econometrics

许杏柏 厦门大学
3 16:50-17:15 邀请报告

Testing the Number of Network Communities Using the Eigengap Ratio

兰伟 西南财经大学
4 17:15-17:40 邀请报告

Dynamic Spatial Panel Data Models with Interactive Fixed Effects: M-Estimation and Inference under Fixed or Relatively Small T

李俪遥 华东师范大学

A320-A321

08:30-10:10 | Invited Session IS008: Causal Inference in Observational Studies
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Debiased Estimating Equation Method for Versatile and Efficient Mendelian Randomization Using Large Numbers of Correlated and Invalid SNPs with Weak Effects

王若宇 Harvard University
2 08:55-09:20 邀请报告

Policy Learning with Distributional Welfare

崔逸凡 浙江大学
3 09:20-09:45 邀请报告

The Promises of Parallel Outcomes

王林勃 多伦多大学
4 09:45-10:10 邀请报告

Few-Shot Multi-Task Learning with MetaSP

刘林 上海交通大学
10:30-12:10 | Invited Session IS034: Modern Statistical Methods for Causal Inference
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Multiply Robust off-Policy Evaluation and Learning under Truncation by Death

Shu Yang North Carolina State University
2 10:55-11:20 邀请报告

Combining Probability and Non-probability Samples Using Semi-parametric Quantile Regression and a Non-parametric Estimator of the Participation Probability

Cindy Yu Iowa State University
3 11:20-11:45 邀请报告

Discovery and Inference of Possibly Bi-directional Causal Relationships with Invalid Instrumental Variables

李伟 中国人民大学
4 11:45-12:10 邀请报告

Generalized Entropy Calibration for Doubly Robust Estimation under Missing at Random

Jae-Kwang Kim Iowa State University
14:00-15:40 | Invited Session IS059: Recent Developments in Causal Learning(因果学习最新进展)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Principal Stratification with Continuous Post-Treatment Variables: Nonparametric Identification and Semiparametric Estimation

蒋智超 中山大学
2 14:25-14:50 邀请报告

Extreme-Based Causal Effect Learning (EXCEL) with Unmeasured Light-Tailed Confounding

苗旺 北京大学
3 14:50-15:15 邀请报告

Covariate Adjustment in Randomized Experiments with Missing Outcomes and Covariates

Anqi Zhao Duke University
4 15:15-15:40 邀请报告

Flexible Sensitivity Analysis for Causal Inference in Observational Studies Subject to Unmeasured Confounding

Peng Ding University of California, Berkeley
16:00-17:40 | Invited Session IS100: Doctoral Dissertation in Statistical Machine Learning
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Decoupled Convergence of Two-Time-Scale Stochastic Approximation

韩雨泽 北京大学
2 16:25-16:50 邀请报告

Trustworthy Reinforcement Learning: Safety Constraints and Uncertainty Quantification

张良宇 北京大学
3 16:50-17:15 邀请报告

Distributed Statistical Inference under Heterogeneity

顾嘉 北京大学

A203

08:30-10:10 | Invited Session IS002: Advancements in Integrative Statistical Inference
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Guided Adversarial Robust Transfer Learning with Source Mixing

Zijian Guo Rutgers University
2 08:55-09:20 邀请报告

Aggregating Dependent Signals with Heavy-Tailed Combination Tests

Jingshu Wang University of Chicago
3 09:20-09:45 邀请报告

An Integrative Multi-Context Mendelian Randomization Method for Identifying Risk Genes Across Human Tissues

杨帆 清华大学
10:30-12:10 | Invited Session IS018: Financial Big Data
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

The Fine Structure of Volatility Dynamics

Carsten Chong The Hong Kong University of Science and Technology
2 10:55-11:20 邀请报告

Estimating the Efficient Frontier

Yingying Li The Hong Kong University of Science and Technology
3 11:20-11:45 邀请报告

Can Machines Learn Weak Signals?

Dacheng Xiu University of Chicago
4 11:45-12:10 邀请报告

Estimation of Out-of-Sample Sharpe Ratio for High Dimensional Portfolio Optimization

Weicheng Wang The University of Hong Kong
14:00-15:40 | Invited Session IS030: Large-Scale Inference and Private Statistical Analysis
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

A Distribution-Free Empirical Bayes Approach to Multiple Testing with Side Information

Wenguang Sun Zhejiang University
2 14:25-14:50 邀请报告

Evidence Transportation with Aggregate Summary Information

Ying Sheng Chinese Academy of Sciences
3 14:50-15:15 邀请报告

Learning Invariant Representations for Algorithmic Fairness and Domain Generalization with Minimax Optimality

李赛 中国人民大学
4 15:15-15:40 邀请报告

Model-Free Variable Importance Testing with Machine Learning Methods

郭旭 北京师范大学
16:00-17:40 | Invited Session IS088: Special Topic on Data Asset Accounting (数据资产核算专题)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

The Value of Data - Exploratory Measurement Based on Platform Companies 数据的价值--基于平台公司的探索性测算

李静萍 中国人民大学
2 16:25-16:50 邀请报告

Estimation of Data Asset Value: International Experience and China's Exploration 数据资产价值估算:国际经验与中国探索

Xiuhua Xiao Jiangxi University of Finance and Economics
3 16:50-17:15 邀请报告

Research on the Reconstruction of Production Function under Data Asset Accounting 数据资产核算下的生产函数重构问题研究

马克卫 山西财经大学
4 17:15-17:40 邀请报告

How the Capitalization of Data Elements Affects GDP: Theoretical Basis and Real Evidence 数据要素资本化核算何以影响GDP:理论基础与现实证据

王开科 山东财经大学

A218

08:30-10:10 | Invited Session IS047: Recent Advances in Data Integration in Survey Sampling
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Issues with Inverse Probability Weighting and Model-Based Prediction for Non-probability Samples

Changbao Wu University of Waterloo
2 08:55-09:20 邀请报告

Combining Data from Mobile Network Operators and Others for Official Statistics

Li-Chun Zhang University of Southampton
3 09:20-09:45 邀请报告

A New Class of Robust Linear Estimators

王中雷 厦门大学
4 09:45-10:10 邀请报告

Inductive Matrix Completion through Transfer Learning

王恒放 福建师范大学
10:30-12:10 | Invited Session IS069: Statistical Inference Beyond Euclidean Spaces
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Multiple Sample Studentized Tests:Random-Lifter Approach

王柔琳 华东师范大学
2 10:55-11:20 邀请报告

Variational Bayesian Logistic Tensor Regression with Application in Image Recognition

张艳青 云南大学
3 11:20-11:45 邀请报告

Functional Clustering for Longitudinal Associations between Social Determinants of Health and Stroke Mortality in the US

黄辉 中国人民大学
4 11:45-12:10 邀请报告

Multiple Threshold Detection and Subgroup Identification

金百锁 中国科学技术大学
14:00-15:40 | Invited Session IS068: Statistical Applications in Behavioral Decision and Behavioral Experiments(统计学在行为决策及行为实验中的应用)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

The Symbiosis of Prosocial Behavior and Network Groups 亲社会行为与网络群体的共生性

Danyang Jia Tsinghua University
2 14:25-14:50 邀请报告

Inequality Shapes Strategies in the Infinite Repeated Prisoner's Dilemma Games

Xiaogang Li Yunnan University of Finance and Economics
3 14:50-15:15 邀请报告

Research on Traceability of Social Network Communication 社交网络传播溯源研究

Chao Gao Northwestern Polytechnical University
4 15:15-15:40 邀请报告

A New Framework for the Study of Multi-Label Classification

Wenchen Liu Shanghai Lixin University of Accounting & Finance
16:00-17:40 | Invited Session IS086: Business Big Data Analysis and Application (商务大数据分析与应用)
编号 时间 类型 题目 讲者 单位
1 16:00-16:25 邀请报告

Streamer Dynamics in Live Streaming Commerce

吴少辉 哈尔滨工业大学
2 16:25-16:50 邀请报告

Data-Driven Intelligence: Promoting the Evaluation and Optimization of the Business Environment 数据智能驱动:促进营商环境的评估与优化

曹良克 吉林省格远市场调研咨询有限公司
3 16:50-17:15 邀请报告

Measurement of Node Importance in Social Networks 社会网络中节点的重要性度量

翟莉 吉林财经大学

A303

08:30-10:10 | Invited Session IS049: Recent Advances in Efficient and Fair Machine Learning
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Network-Adjusted Covariates for Community Detection

Wanjie Wang National University of Singapore
2 08:55-09:20 邀请报告

Data-Driven Minimax Optimization with Expectation Constraints

郦旭东 复旦大学
3 09:20-09:45 邀请报告

Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks

Linjun Zhang Rutgers University
4 09:45-10:10 邀请报告

Optimal and Efficient Thompson Sampling Algorithms for Bandits and Reinforcement Learning

Pan Xu Duke University
10:30-12:10 | Invited Session IS041: Omics and Big Data in Medical Research(组学与医学大数据)
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Deconvoluting Cell State Distribution From Bulk RNA-Seq Data

杨剑 西湖大学
2 10:55-11:20 邀请报告

Conditional Transcriptome-Wide Association Study for Fine-Mapping Candidate Causal Genes

袁中尚 山东大学
3 11:20-11:55 邀请报告

Statistical Inference on Road Traffic Injury Based on the Media Data 基于媒体报道的道路交通伤害伤亡数据的统计推断

胡国清 中南大学
4 11:45-12:10 邀请报告

A Study of Confounder Adjusting Methods in ITE Estimation Based on CF under High Dimensions

赵杨 南京医科大学
14:00-15:40 | Invited Session IS074: Statistical Learning for Complex and Challenging Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Unique Solution and Significance Test of Solution in Factor Analysis

林海明 广州华商学院
2 14:25-14:50 邀请报告

Growth Curve Mixture Model with Toeplitz Structured Covariance

潘雅婷 云南财经大学
3 14:50-15:15 邀请报告

Modeling Heat Transfer Properties in an ORC Direct Contact Evaporator Using RBF Neural Network Combined with EMD

肖清泰 昆明理工大学
4 15:15-15:40 邀请报告

Joint Mean-Angle Model for Spatial Binary Data

罗人文 北京师范大学-香港浸会大学联合国际学院
16:00-17:40 | Contributed Session CS013: Statistical Inference for Functional/Time Series Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Unified Principal Components Analysis of Irregularly Observed Functional Time Series

Zerui Guo 中山大学
2 16:20-16:40 贡献报告

Factor Modelling for Matrix-Variate Functional Time Series in High Dimensions

王梓涵 清华大学
3 16:40-17:00 贡献报告

Functional Data Analysis with Covariate-Dependent Mean and Covariance Structures

张晨琳 西南财经大学
4 17:00-17:20 贡献报告

Differential Inference for scATAC-Seq Data

李佳圣 香港中文大学(深圳)
5 17:20-17:40 贡献报告

Revisiting the Poisson Autoregressive Model: Structure and Statistical Inference 重访泊松自回归模型:结构与统计推断

戴陈骁 清华大学

A305

08:30-10:10 | Invited Session IS057: Recent Advances in Statistical Network Analysis - Theory and Methodology
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Hypothesis Test of General Network Models 一般网络模型的假设检验

胡建伟 华中师范大学
2 08:55-09:20 邀请报告

Transfer Learning in High-Dimensional Network Regression Model

黄丹阳 中国人民大学
3 09:20-09:45 邀请报告

Community Detection in Weighted Networks

刘秉辉 东北师范大学
4 09:45-10:10 邀请报告

Community Detection with Heterogeneous Block Covariance Model

Yunpeng Zhao Colorado State University
10:30-12:10 | Invited Session IS042: Optimality Consideration in Modern Statistical Inference
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Residual Permutation Test for High-Dimensional Regression Coefficient Testing

Tengyao Wang London School of Economics and Political Science
2 10:55-11:20 邀请报告

Inference for Changing Periodicity, Smooth Trend and Covariate Effects in Nonstationary Time Series

Lucy Xia The Hong Kong University of Science and Technology
3 11:20-11:45 邀请报告

Community Extraction of Network Data under Stochastic Block Models

李丹宁 东北师范大学
14:00-15:40 | Invited Session IS081: Theory, Method and Application for Major Problems in Statistical Modernization of China
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

Path Selection for Achieving "One Network" Economic Statistical Accounting From the Source of Methodology, System, and Technology Application 从方法制度与技术应用源头实现经济统计核算“一网统”的路径选择

Xinhong Yang Statistics Bureau of Guangdong Province
2 14:25-14:50 邀请报告

Research on Modernization and Innovation in Cultural and Tourism Statistics 文化和旅游业统计现代化发展问题与创新研究

Xiang Li Beijing Union University
3 14:50-15:15 邀请报告

Measurement, Identification and Response Mechanism of China's Economic Growth Risk under High Dimensional Data 高维数据下中国经济增长风险的测度、识别与应对机制

Xiaobin Tang University of International Business and Economics
4 15:15-15:40 邀请报告

Literature Review and Development Prospect of Economic Statistics Papers 经济统计论文文献评析及发展展望

Jingping Li Renmin University of China
16:00-17:40 | Contributed Session CS041:Biostatistics and Industrial Statistics
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Deep Neural Network for Partially Linear Subdistribution Hazard Model

朱能杰 上海交通大学
2 16:20-16:40 贡献报告

Fault Diagnosis of Rolling Bearings based on WOA-ART and Improved DenseNet 基于 WOA-ART 和改进的 DenseNet 的滚动轴承故障诊断

Cheng Shi Chengdu University of Technology
3 16:40-17:00 贡献报告

Economic Policy Uncertainty, Systemic Financial Risks, and High-Quality Economic Development 经济政策不确定性、系统性金融风险与经济高质量发展

Zhixin He Xinjiang University of Finance & Economics
4 17:00-17:20 贡献报告

Research on Patent Value Evaluation Based on Entity Recognition 基于实体识别的专利价值评估研究

Ruoyu Yao Shanghai University of Engineering Science

A306

08:30-10:10 | Invited Session IS017: Financial and Macroeconometrics
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Panel Quantile GARCH Models under Homogeneity

朱倩倩 上海财经大学
2 08:55-09:20 邀请报告

Sign-Based Tests for Structural Changes in Multivariate Volatility

吴吉林 厦门大学
3 09:20-09:45 邀请报告

Robust M-Estimation for Additive Single-Index Cointegrating Time Series Models

董朝华 中南财经政法大学
4 09:45-10:10 邀请报告

A Consistent Specification Test for Expectile Models

宋晓军 北京大学
10:30-12:10 | Invited Session IS061: Recent Developments in Conformal Inference and Causal Inference
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

An Adaptive Null Proportion Estimator for False Discovery Rate Control

Zijun Gao University of Southern California
2 10:55-11:20 邀请报告

Conformal Inference, Covariate Shift, and De-biased Two-Sample U-Statistics

Jing Lei Carnegie Mellon University
3 11:20-11:45 邀请报告

False Discovery Rate Control for Structured Multiple Testing: Asymmetric Rules and Conformal Q-Values

赵子楠 浙江大学
4 11:45-12:10 邀请报告

Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage

Zhimei Ren University of Pennsylvania
14:00-15:40 | Invited Session IS084: Statistical Modeling and Inference of High-Dimensional Complex Data (高维复杂数据的统计建模与推断)
编号 时间 类型 题目 讲者 单位
1 14:00-14:25 邀请报告

High-Dimensional Covariance Matrix Estimation under Dynamic Volatility Models: Asymptotics and Shrinkage Estimation

Yi Ding University of Macau
2 14:25-14:50 邀请报告

Robust Estimation of Number of Factors in High Dimensional Factor Modeling via Spearman's Rank Correlation Matrix

Zeng Li Southern University of Science and Technology
3 14:50-15:15 邀请报告

An Efficient Multivariate Volatility Model for Many Assets

李文玉 香港大学
4 15:15-15:40 邀请报告

Online Change-Point Detection for Matrix-Valued Time Series with Latent Two-Way Factor Structure

虞龙 上海财经大学
16:00-17:40 | Contributed Session CS053:Complex Statistical Models and Its Applications
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Parsimonious Generative Machine Learning for Non-Gaussian Tail Modeling and Risk-Neutral Distribution Extraction

杨楠 中国人民大学
2 16:20-16:40 贡献报告

A Generalization Sample Learning Method of Deep Learning for Semantic Segmentation of Remote Sensing Images

李晶莹 河南大学
3 16:40-17:00 贡献报告

EWMA Control Chart for Simultaneously Detecting Dual Parameters of Beta Distribution 同时检测Beta分布双参数的EWMA控制图

陈秋含 辽宁大学
4 17:00-17:20 贡献报告

Tensor Quantile Regression Based on Elastic Net Penalty with Its Applications

高妍 辽宁大学
5 17:20-17:40 贡献报告

Research on the Impact of Financial Accessibility on the Value of Ecosystem Services 金融可得性对生态系统服务价值的影响研究

桂婉蒙 安徽财经大学

A307

08:30-10:10 | Invited Session IS020: Foudation Models in Modern Industries
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Current Status and Prospects of Statistics and AI in Industry 统计学、AI在业界的现状和展望

俞开先 Insilicom
2 08:55-09:20 邀请报告

Applications and Developments of Artificial Intelligence in Medical Imaging and Clinical Practice 人工智能在医学影像及临床中的应用与发展

曹晓欢 上海联影智能医疗科技有限公司
3 09:20-09:45 邀请报告

AI for Drug Discovery - Virtual Screening and Foundation Model

王征 阿里云科技有限公司
10:30-12:10 | Invited Session IS039: Nonlinear Probability and Statistics for Machine Learning
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Strategic Statistical Learning 策略统计学习

严晓东 山东大学
2 10:55-11:20 邀请报告

Nonlinear Central Limit Theorem for the Gambling Machine Problem 赌博机问题的非线性极限定理

张国栋 山东大学
3 11:20-11:45 邀请报告

Application of Quantum Technology in Reinforcement Learning 量子技术在强化学习中的应用

邢成志 山东大学
4 11:45-12:10 邀请报告

Strong Law of Number and Ergodic Properties under Sublinear Expectation 次线性期望下的强大数定律与遍历性

宋永生 中国科学院数学与系统科学研究院
14:00-15:40 | Contributed Session CS005:Recent Advances in Bayesian Analysis
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Variational Bayesian Approach for Analyzing Interval-Censored Data under the Proportional Hazards Model

刘文婷 云南大学
2 14:20-14:40 贡献报告

Bayesian Analysis of Partial Functional Linear Additive Regression Model for Censored Data Based on Heavy-Tailed Distributions

卢哲昕 长春工业大学
3 14:40-15:00 贡献报告

Bayesian Regression Analysis for Elliptical Dependent Variables

Yian Yu Southern University of Science and Technology
4 15:00-15:20 贡献报告

Emotions Heard: Unveiling the Influence of Broadcasters' Emotional Dynamics and Gender on Live Streaming Conversion

熊子瑜 北京大学
5 15:20-15:40 贡献报告

Bayesian Analysis of Nonlinear Structured Latent Factor Models Using a Gaussian Process Prior

张溢漭 南方科技大学
16:00-17:40 | Contributed Session CS045:Bayesian and Casual Inference
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

The Empirical Bayes Estimators of the Variance Parameter of the Normal Distribution with a Conjugate Inverse Gamma Prior under Stein's Loss Function

张应应 云南大学
2 16:20-16:40 贡献报告

Local Causal Structure Learning and Causal Effect Estimating in the Presence of Latent Variables

谢峰 北京工商大学
3 16:40-17:00 贡献报告

Multiply Robust Causal Inference in the Presence of an Error-Prone Treatment

魏少杰 北京工商大学
4 17:00-17:20 贡献报告

Causal Effect of Functional Treatment

谭若虚 同济大学
5 17:20-17:40 贡献报告

Statistical Learning Estimation of Treatment Effect Under Covariate-Adaptive Randomization

汪军 云南大学

A308

08:30-10:10 | Invited Session IS029: Interface of Functional Data Analysis and Dynamic Models
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

Privacy-Preserving Community Detection for Locally Distributed Multiple Networks

Shujie Ma University of California, Riverside
2 08:55-09:20 邀请报告

Dynamic Models Augmented by Hierarchical Data

Le Bao The Pennsylvania State University
3 09:20-09:45 邀请报告

An SPDE Approach to Variational Inference for Log-Gaussian Cox Process

张楠 复旦大学
10:30-12:10 | Invited Session IS010: Data Privacy and Statistical Modeling
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Learning from Vertically Distributed Data across Multiple Sites: An Efficient Privacy-Preserving Algorithm for Cox Proportional Hazards Model with Variable Selection

Samuel Wu University of Florida
2 10:55-11:20 邀请报告

New Composite Score to Detect Disease Progression in Alzheimer's Disease

Guogen Shan University of Florida
3 11:20-11:45 邀请报告

Differentially Private Data Collection with Matrix Masking

Adam Ding Northeastern University
4 11:45-12:10 邀请报告

Joint Modeling in Presence of Informative Censoring on the Retrospective Time Scale with Application to Palliative Care Research

Zhigang Li University of Florida
14:00-15:40 | Contributed Session CS037:Recent Advances in Quantile Regression
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Model Averaging Based Semiparametric Modelling for Conditional Quantile Prediction

郭朝会 重庆师范大学
2 14:20-14:40 贡献报告

Bootstrapping the Double-Weighted Predictability Test for Predictive Quantile Regression

刘小惠 江西财经大学
3 14:40-15:00 贡献报告

Recent Developments of A General Minimum Lower-Order Confounding Criterion

李智明 新疆大学
4 15:00-15:20 贡献报告

Enhancing the Power of OOD Detection via Sample-Aware Model Selection

谭发龙 湖南大学
5 15:20-15:40 贡献报告

Unconditional Quantile Regression for Streaming Data Sets

姜荣 上海第二工业大学
16:00-17:40 | Contributed Session CS046:Recent Advances in Large Models and Artificial Intelligence (大模型和人工智能的最近研究)
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Shupai Big Model Platform (A Large Model Platform Based on Ai Computing Power Management, Helping You Create Private Large Models In 30 Minutes) 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)

廖结义 云南数派数据科技有限公司
2 16:20-16:40 贡献报告

Computing Power Drive, Data Empowerment, Build a New Pattern of Digital Economy Development 算力驱动,数据赋能,构建数字经济发展新格局

Qiqiang Fan Yunnan Provincial Digital Economy Industry Investment Group Co., Ltd
3 16:40-17:00 贡献报告

Application Practice and Reflection of Artificial Intelligence Technology in Life Sciences 人工智能技术在生命科学的应用实践及思考

高跃东 中国科学院昆明动物研究所
4 17:00-17:20 贡献报告

Industry Empowerment Based on the Nine Day Model 基于九天大模型的行业赋能

燕晨 中国移动通信研究院
5 17:20-17:40 贡献报告

Ascending AI Accelerates the Deepening of Artificial Intelligence Towards Reality 昇腾AI加速人工智能走深向实

杨志鹏 华为云南

A315

08:30-10:10 | Invited Session IS033: Modeling and Statistical Inference of Medical Big Data
编号 时间 类型 题目 讲者 单位
1 08:30-08:55 邀请报告

A Distributed Ensemble Algorithm for Learning Causal Bayesian Network Structure from Large-Scale Data

薛付忠 山东大学
2 08:55-09:20 邀请报告

Multidimensional Aging Prediction Model Based on Proteomics 基于蛋白质组学的多维度衰老预测模型研究

魏永越 北京大学
3 09:20-09:45 邀请报告

Study on Causal Association between Abnormal Renal Function Indicators and Carotid Plaque Formation 肾功能指标异常与颈动脉斑块发生的因果关联研究

陶丽新 首都医科大学
4 09:45-10:10 邀请报告

Mid- to Late-Life Trajectories of Depressive Symptoms and Risk of Cardiovascular Disease Mortality: A Joint Latent Class Mixed Models

李海彬 首都医科大学附属北京朝阳医院
10:30-12:10 | Invited Session IS058: Recent Development in Complex Data Analysis
编号 时间 类型 题目 讲者 单位
1 10:30-10:55 邀请报告

Linear Discriminant Regularized Regression

Xin Bing University of Toronto
2 10:55-11:20 邀请报告

Tracy-Widom Law of Ridge-Regularized F-Matrix and Applications

Haoran Li Auburn University
3 11:20-11:45 邀请报告

Gradient Synchronization for Multivariate Functional Data, with Application to Brain Connectivity

Yaqing Chen Rutgers University
4 11:45-12:10 邀请报告

High-Dimensional Latent Semiparametric Mixture Model for Clustering Large Non-Gaussian Data

张吕欧 上海财经大学
14:00-15:40 | Contributed Session CS038:Advance in Statistical Methods for Complex Data
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

On the Target-Kernel Alignment: A Unified Analysis with Kernel Complexity

王超 上海财经大学
2 14:20-14:40 贡献报告

Smooth Tests for the Equality of Conditional Distributions

贾沛文 北京大学
3 14:40-15:00 贡献报告

Reliable Multivariate Deep Regression using Moment-Matching Prior Networks

潘庆一 清华大学
4 15:00-15:20 贡献报告

Inference of Heterogeneous Effects in Single-Cell Genetic Perturbation Screens

付子初 清华大学
5 15:20-15:40 贡献报告

Estimation of Production Frontiers Based on Additive Models to Enhanced Robustness against Outliers: A Relaxed Support Vector Regression Approach

周雨婷 上海工程技术大学
16:00-17:40 | Contributed Session CS047:Statistical Inference in Complex Data
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Accommodating Space Heterogeneity in Geographically Weighted Regression with Group Penalty

郑腾迪 北京工业大学
2 16:20-16:40 贡献报告

A Conditional Distribution Function-Based Measure for Independence and K-Sample Test in Multivariate Data

王立 清华大学
3 16:40-17:00 贡献报告

Copula-Based Nonparametric Estimation of Hellinger Correlation and Distance

刘文静 澳门大学
4 17:00-17:20 贡献报告

Bayesian Optimization via Exact Penalty

赵江彦 华东师范大学
5 17:20-17:40 贡献报告

Optimal Model Average Prediction Based on Semi Parametric Mixed Effects Model 基于半参数混合效应模型的最优模型平均预测

常宝群 昆明理工大学

A316

08:30-10:10 | Contributed Session CS002: Recent Advances in Deep Learning
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

Auxiliary Learning and its Statistical Understanding

闫涵超 中国人民大学
2 08:50-09:10 贡献报告

A Multi-Feature Fusion Deep Learning Prediction Method for Production of Tight Gas Reservoirs

赵春兰 西南石油大学
3 09:10-09:30 贡献报告

An Analysis of Switchback Designs in Reinforcement Learning

文强林 云南大学
4 09:30-09:50 贡献报告

Unlocking the Power of AI: Deep Learning of Volatility is Indispensable

马文萱 中国人民大学
5 09:50-10:10 贡献报告

Production Prediction of Tight Gas Reservoirs Based on Deep Learning BWO-TFT Model

侯劭丹 西南石油大学
10:30-12:10 | Contributed Session CS015: High Dimensional Statistical Inference
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

Beyond Detection Boundary: Minimax Deficiency for Two-Sample Mean Tests in High Dimensions

丘竞昆 北京大学
2 10:50-11:10 贡献报告

Mediation Analysis in Longitudinal Study with High-Dimensional Methylation Mediators

崔怡丹 上海交通大学
3 11:10-11:30 贡献报告

Estimation and Inference for High-Dimensional Quantile Regression with Knowledge Transfer under Distribution Shift

白瑞祺 复旦大学
4 11:30-11:50 贡献报告

Enhancing High-Dimensional Dynamic Covariance Estimation Model Based on GARCH Family and Comparative Performance Analysis

孙章爽 上海工程技术大学
5 11:50-12:10 贡献报告

Invariance-Based Inference in High-Dimensional Regression with Finite-Sample Guarantees

Wenxuan Guo University of Chicago
14:00-15:10 | Contributed Session CS039:Advance in Missing Data and Treatment Effects
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Semiparametric Estimation with Reduced Dimension for the Treatment Effect under Missing Data

谭涛 华东师范大学
2 14:20-14:40 贡献报告

Semi-Supervised Inference for Means under MAR without Inverse Propensity Weighting

苏瑾 华东师范大学
3 14:40-15:00 贡献报告

Improving the Efficiency of Estimating Treatment Effects with External Control Data

赵志嵩 华东师范大学
4 15:00-15:20 贡献报告

Smoothed Estimation on Optimal Treatment Regime under Semi-supervised Setting in Randomized Trials

焦小奇 华东师范大学
5 15:20-15:40 贡献报告

Semiparametric Efficient Fusion of Individual and Summary Data

胡文杰 北京大学
16:00-17:40 | Contributed Session CS048:Factor Model and Community Network
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

A Weighted Iterative Projection Estimation Procedure for Robust Tensor Factor Model with Tucker Decomposition

胡雪梅 重庆工商大学
2 16:20-16:40 贡献报告

Nonasymptotic Performance Analysis of ESPRIT and Spatial-Smoothing ESPRIT

杨在 西安交通大学
3 16:40-17:00 贡献报告

Statistics, Data Science, and Artificial Intelligence - A Comparative Analysis Based on Quantitative History 统计学、数据科学与人工智能——基于量化历史的比较分析

刘乐平 天津财经大学大数据统计研究中心
4 17:00-17:20 贡献报告

Community Detection in Directed Networks Based on Co-clustering and Node Similarity

Yang Jiao Guizhou University of Finance and Economics
5 17:20-17:40 贡献报告

The Unique Solution of Factor Analysis and the Significance Test of Solutions 因子分析的唯一解与解的显著性检验

林海明 广州华商学院

A317

08:30-10:10 | Contributed Session CS025:Complex Data Modeling
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

Calibration for Computer Models with Time-Varying Parameter

孙杨 北京大学
2 08:50-09:10 贡献报告

Large-Scale Metric Objects Filtering for Binary Classification

何帅达 南方科技大学
3 09:10-09:30 贡献报告

Penalized Exponentially Tilted Likelihood for Growing Dimensional Models with MAR Missing Data

沙小茗 云南大学
4 09:30-09:50 贡献报告

A Novel Integration Method for Single Cell Transcriptomics and Proteomics Data Based on Transformer 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

熊健康 中国科学院数学与系统科学研究院
5 09:50-10:10 贡献报告

Estimation of Spatial Weight Matrix in Spatial Error Autocorrelation Models with Non-zero Autocorrelation Random Perturbations 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

满朝辉 宁夏大学
10:30-12:10 | Contributed Session CS031:Advance in Statistical Methods for Large and Complex Data
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

A New Model Free High-Dimensional Variable Selection Method 一种新的免模型高维变量选择方法

李长城 大连理工大学
2 10:50-11:10 贡献报告

Probabilistic Embedding, Clustering, and Alignment for Integrating Spatial Transcriptomics Data with PRECAST

刘伟 四川大学
3 11:10-11:30 贡献报告

Local False Discovery Rate Estimation with Competition-Based Procedures for Variable Selection

孙小雅 中国科学院数学与系统科学研究院
4 11:30-11:50 贡献报告

Placebo Tests for Difference-in-Differences

陈强 山东大学
5 11:50-12:10 贡献报告

Tobit Models for Count Time Series

朱复康 吉林大学
14:00-15:40 | Contributed Session CS040:Bayesian and Machine Learning
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Construction and Application of Quantile Factor Augmented Quantile Regression Neural Network Model

黄玉婷 兰州财经大学
2 14:20-14:40 贡献报告

Hypothesis Testing for the Deep Cox Model

钟齐先 厦门大学
3 14:40-15:00 贡献报告

Testing Causal Effects in Observational Survival Data using Propensity Score Matching Design

蔡定教 河南财经政法大学
4 15:00-15:20 贡献报告

Combining Dimensionality Reduction Methods with Neural Networks for Realized Volatility Forecasting

何丽丹 南京信息工程大学
16:00-17:40 | Contributed Session CS049:Bayesian and Machine Learning
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Bayesian Optimization with Pareto-Principled Training for Economical Hyperparameter Optimization

杨洋 南开大学
2 16:20-16:40 贡献报告

A Unified EM Framework for Estimation and Inference of Normal Ogive Item Response Models

孟祥斌 东北师范大学
3 16:40-17:00 贡献报告

A Spatial-Temporal Graph Neural Network Model for Multi-tite Temperature Forecasting

Zhouping Li Lanzhou University
4 17:00-17:20 贡献报告

Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph

谌自奇 华东师范大学

A318

08:30-10:10 | Contributed Session CS026:Change-Points Detection
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

Filtrated Common Functional Principal Component Analysis of Multi-group Functional Data

Shuhao Jiao City University of Hong Kong
2 08:50-09:10 贡献报告

Change-Points Detection and Support Recovery for Spatiotemporal Functional Data

梁德才 南开大学
3 09:10-09:30 贡献报告

Moment Selection and Generalized Empirical Likelihood Estimation in High-Dimensional Unconditional Moment Conditions

杨志煌 云南大学
4 09:30-09:50 贡献报告

On Robust Estimation of Hidden Semi-Markov Regime-Switching Models

秦珊珊 天津财经大学
5 09:50-10:10 贡献报告

Interaction Tests with Covariate-Adaptive Randomization

张理昆 中国人民大学
10:30-12:10 | Contributed Session CS032:Complex Data Analysis
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

Bayesian Semiparametric Joint Model of Multivariate Longitudinal and Survival Data with Dependent Censoring

唐安民 云南大学
2 10:50-11:10 贡献报告

Construction and Evaluation of Large Language Models for Pediatrics 儿科大语言模型的构建与评估

徐铣明 重庆医科大学附属儿童医院
3 11:10-11:30 贡献报告

Improving Cell-Type-Specific Cis-EQTLs Prioritization by Integrating Bulk RNA-Seq and ScRNA-Seq Data

肖家顺 深圳市大数据研究院
4 11:30-11:50 贡献报告

Gmcoda: Graphical Model for Multiple Compositional Vectors in Microbiome Studies

方华英 首都师范大学
5 11:50-12:10 贡献报告

Real-Time Inference for Streaming Survival Data from Multiple Heterogeneous Studies with a Cure Fraction

韩博 云南大学
14:00-15:40 | Contributed Session CS014:Ultrahigh Dimensional Statistical Inference
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Mixture Conditional Regression with Ultrahigh Dimensional Text Data for Estimating Extralegal Factor Effects

师佳鑫 北京大学
2 14:20-14:40 贡献报告

Variation of Conditional Mean and Its Application in Ultrahigh Dimensional Feature Screening

田镇滔 北京工业大学
3 14:40-15:00 贡献报告

Feature Screening for Ultra High Dimensional Data via Adapted Sliced Wasserstein Correlation Coefficient

李娟 云南大学
4 15:00-15:20 贡献报告

A Sequential Feature Selection Procedure for High Dimensional Cox Proportional Hazards Model with Main and Interaction Effects

俞珂 上海交通大学
5 15:20-15:40 贡献报告

High-Dimensional Ensemble Kalman Filter with Localization, Inflation and Iterative Updates

孙浩轩 北京大学
16:00-17:40 | Contributed Session CS020:Optimal Subsampling
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Distributed Subsampling for Multiplicative Regression

李晓妍 重庆大学
2 16:20-16:40 贡献报告

Jackknife Empirical Likelihood with Complex Surveys

尚孟冬 陕西师范大学
3 16:40-17:00 贡献报告

Alpha Optimal Subsampling of Joint Mean and Variance Models under Heteroscedasticity Big Data 异方差大数据下联合均值与方差模型的alpha- 最优子抽样

熊正榆 昆明理工大学
4 17:00-17:20 贡献报告

Optimal Linear Combination of Biomarkers by Weighted Youden Index Maximization

王思喆 华东师范大学
5 17:20-17:40 贡献报告

Multidimensional Distribution-to-Distribution Regression via Optimal Transport Maps

童剑阳 云南大学

A322

08:30-10:10 | Contributed Session CS027:Nonparametric Statistical Inference
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

Nonparametric Estimation of Regression Function and Error Covariance Function with Unknown Correlation Structure

刘思晟 湖南师范大学
2 08:50-09:10 贡献报告

Complex Representation Matrix of Third-Order Quaternion Tensors with Application to Video Inpainting

吴封盛 云南大学
3 09:10-09:30 贡献报告

Generalized Rank Regression with Multiplier Bootstrap

涂霁原 上海财经大学
4 09:30-09:50 贡献报告

Bayesian Generalized Method of Moments Inference for Clustered Samples With Missing Values

叶根 云南大学
5 09:50-10:10 贡献报告

Bayesian INLA Estimation and Application of Generalized VCSA Model 广义VCSA模型的Bayesian-INLA估计及应用

Lijun Meng Xinjiang University of Finance & Economics
10:30-12:10 | Contributed Session CS033:Statistical Modeling and Application of Complex Data
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

Integration Problem of Probability and Non Probability Samples Based on Large-Scale Interpolation 基于大规模插补的概率与非概率样本的整合问题

王小宁 中国传媒大学
2 10:50-11:10 贡献报告

Monitoring and Application of Several Types of Binary Integer Time Series Models 几类二元整数值时间序列模型的监控及其应用

李聪 吉林大学 数学学院
3 11:10-11:30 贡献报告

Equivalence Assessment via the Difference Between Two AUCs in a Matched-Pair Design with Nonignorable Missing Endpoints

张韵祺 云南大学
4 11:30-11:50 贡献报告

Modeling Cluster Dynamics in Panel Data via Time-Varying Mixture Models

裴有权 山东大学
5 11:50-12:10 贡献报告

Dimension Reduction of High-Dimension Categorical Data with Two or Multiple Responses Considering Interactions Between Responses

杨玥含 中央财经大学
14:00-15:40 | Contributed Session CS042:Bayesian and Nonparametric Statistical Inferences
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Flow Annealed Kalman Inversion with Sequential Monte Carlo for Gradient-Free Bayesian Inference

Richard Grumitt Tsinghua University
2 14:20-14:40 贡献报告

A Tree-Based Method for Bootstrapping in Data Envelopment Analysis

Yu Zhao Tokyo university of science
3 14:40-15:00 贡献报告

Statistical Summaries for Bayesian Analysis in EoR Science

Tom Binnie Tsinghua University
4 15:00-15:20 贡献报告

Bayesian Test Equality of Binary Data for a 4×4 Crossover Trial under a Latin-Square Design

Mingan Yang University of New Mexico
5 15:20-15:40 贡献报告

Asymptotic Inference Theory of the Hawkes Process with Time-Varying Baseline Intensity and a General Excitation Kernel

Jeffrey Kwan University of New South Wales
16:00-17:40 | Contributed Session CS050:Mathematical Statistics and Industrial Statistics
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Leveraging Cross-Population Fine-Mapping to Strengthen cis-Mendelian Randomization

蔡铭轩 香港城市大学
2 16:20-16:40 贡献报告

Planning for Efficient Accelerated Life Testing Experiments

Xiaojian Xu Brock University
3 16:40-17:00 贡献报告

Addressing Dispersion in Mis-measured Multivariate Binomial Outcomes: A Novel Statistical Approach for Detecting Differentially Methylated Regions in Bisulfite Sequencing Data

Kaiqiong Zhao York University
4 17:00-17:20 贡献报告

Graphical Principal Component Analysis of Multivariate Functional Time Series

谭键滨 Duke University
5 17:20-17:40 贡献报告

Decision Support System of Juvenile Hacking Classification

Siying Guo Wayne State University

B601

08:30-10:10 | Contributed Session CS028:Recent Advances in Large-Scale Data
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

Moment-Assisted Subsampling Method for Maximum Likelihood Estimator with Large-Scale Data

苏苗苗 北京邮电大学
2 08:50-09:10 贡献报告

Subsampling and Jackknifing: A Practically Convenient Solution for Large Data Analysis with Limited Computational Resources

伍书缘 上海财经大学
3 09:10-09:30 贡献报告

A Case Study on the Share Holder Network Effect of Stock Market Data: An SARMA Approach

张榕 云南大学
4 09:30-09:50 贡献报告

Study on Fractional Random Drug-Resistant Tuberculosis Kinetic Model 分数阶随机耐药结核病动力学模型研究

江绍萍 云南民族大学
5 09:50-10:10 贡献报告

Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments

Zhen Yao Beijing Technology and Business University
10:30-12:10 | Contributed Session CS034:Statistical Applications in Interdisciplinary Research
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

Ensemble LDA via the Modified Cholesky Decomposition

高振国 上海交通大学
2 10:50-11:10 贡献报告

4D Trajectory Modeling and Prediction Based on Conditional Markov Process 基于条件式马尔可夫过程的4D航迹建模与预测

荣尧 云南大学
3 11:10-11:30 贡献报告

Signal Plus Noise Models in the Log Proportional Regime: When Does Debiasing Help?

曾奕程 深圳市大数据研究院
4 11:30-11:50 贡献报告

Riemann Lp Centroid for Estimating Divergence Matrix under Complex Ellipsoidal Distribution 复椭球分布下散度矩阵估计的黎曼Lp质心

唐梦皎 云南大学
5 11:50-12:10 贡献报告

Innovating Grass Seed Sampling and Analysis with AI and Robotics

Yanming Di Oregon State University

B603

08:30-10:10 | Contributed Session CS029:Interdisciplinary and Applied Research: Statistical Analysis on Medical and Economic Data
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

Dual Cox Model Theory and Its Application in Oncology Research 对偶Cox模型理论及其在肿瘤学研究的应用

周昊津 西交利物浦大学
2 08:50-09:10 贡献报告

A Study on the Light Variation of Active Galactic Nuclei Based on Probability Theory and Statistical Methods 基于概率论统计方法对活动星系核光变的研究

张海云 云南大学
3 09:10-09:30 贡献报告

Static and Dynamic Connectivity Patterns of White Matter Functional Networks in the Adult Life Cycle 成人生命周期中白质功能网络的静态和动态连通模式

林李泽强 广东外语外贸大学
4 09:30-09:50 贡献报告

The Direct Impact and Spatial Effect of Digital Economy Driving Rural Residents' Service Consumption under the Background of Rural Revitalization 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

Jia Liu Inner Mongolia Finance and Economics College
5 09:50-10:10 贡献报告

Inference for ARMA Time Series with Mildly Varying Trend

易盈淮 清华大学
10:30-12:10 | Contributed Session CS035:Model Averaging/Cross Disciplinary Research in Statistics
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

Spectrally-Corrected and Regularized LDA for Spiked Model

李华 长春大学
2 10:50-11:10 贡献报告

Synchronization of Delayed Neural Networks via Intermittent Sampled-Data Control

杨莹 云南大学
3 11:10-11:30 贡献报告

Robust Probabilistic Principal Component Analysis with Mixture of Exponential Power Distributions

冯峥晖 哈尔滨工业大学(深圳)
4 11:30-11:50 贡献报告

Evaluating Distortion Between as-Designed and as-Built Geometries from a Superposition of Resonant Mode Shapes

Qing Li Iowa State University
5 11:50-12:10 贡献报告

Optimal Conditional Quantile Prediction via Model Averaging of Partially Linear Additive Models

吕晶 西南大学
14:00-15:40 | Contributed Session CS043:Recent Advances in Differentially Private and Complex Data Model
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Causal Inference in Randomized Experiments for Dyadic Data

李奕霖 北京大学
2 14:20-14:40 贡献报告

Optimal Locally Private Nonparametric Classification with Public Data

马宇恒 中国人民大学
3 14:40-15:00 贡献报告

A Data-Driven Weighted Combination Approach for Wind Speed Distribution Estimation Based on Curve Clustering

庄丹 福建师范大学
4 15:00-15:20 贡献报告

Two-Sample Distribution Tests in High Dimensions via Max-Sliced Wasserstein Distance and Bootstrapping

胡晓玉 新加坡国立大学
5 15:20-15:40 贡献报告

Differentially Private Top-K Selection and Its Application

王雅轩 四川大学
16:00-17:40 | Contributed Session CS051:Quantile Regression and Dimension Reduction
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Tree-Guided Compositional Variable Selection Analysis of Microbiome Data

毛一聪 北京大学
2 16:20-16:40 贡献报告

Heterogeneous Predictability on Mutual Fund Alphas: A Sparse Clustering GMM Approach

杨江山 香港城市大学
3 16:40-17:00 贡献报告

Sliced Inverse Regression with Large Structural Dimensions

黄东明 National University of Singapore
4 17:00-17:20 贡献报告

Estimation of Average Treatment Effect for High-Dimensional Panel Data via Random Forests-Based Variable Selection

Xuehong Luo Xiamen University
5 17:20-17:40 贡献报告

A Likelihood Function Perspective on Quantile Regression Model

姜喆 昆明理工大学

B606

08:30-10:10 | Contributed Session CS030:Statistical Modeling and Its Applications
编号 时间 类型 题目 讲者 单位
1 08:30-08:50 贡献报告

MLEce: Statistical Inference for Asymptotically Efficient Closed-Form Estimators in R

赵峻 宁波大学
2 08:50-09:10 贡献报告

Economic Forecasts Using Many Noises

Zhentao Shi The Chinese University of Hong Kong
3 09:10-09:30 贡献报告

Standard Representation of Order of Addition Design and Rapid Isomorphism Comparison

郭兵 四川大学
4 09:30-09:50 贡献报告

Survival Mixed Membership Block Model

宋方达 香港中文大学(深圳)
5 09:50-10:10 贡献报告

Cox Proportional Hazards Regression with Compositional Covariates 协变量含成分变量时Cox比例风险回归模型的统计推断

王晓波 云南大学
10:30-12:10 | Contributed Session CS036:Feature Screening and High Dimensional Data
编号 时间 类型 题目 讲者 单位
1 10:30-10:50 贡献报告

Feature Screening for Metric Space Valued Responses Based on Frechet Regression

田兵 厦门大学
2 10:50-11:10 贡献报告

Stability eBH: A Unified Stability Approach to False Discovery Rate Control

孙嘉浚 厦门大学
3 11:10-11:30 贡献报告

Robust Online Control Experiments for Multivariate Tests

许少华 南开大学
4 11:30-11:50 贡献报告

ARTree: A Deep Autoregressive Model for Phylogenetic Inference

谢添雨 北京大学
5 11:50-12:10 贡献报告

Profiled Transfer Learning for High Dimensional Linear Model

林子谦 北京大学
14:00-15:40 | Contributed Session CS044:Complex Data Model
编号 时间 类型 题目 讲者 单位
1 14:00-14:20 贡献报告

Distributed Linear Regression with Compositional Covariates

马学俊 苏州大学
2 14:20-14:40 贡献报告

A Study on the Causal Relationship Between Abnormal Renal Function Indicators and the Occurrence of Carotid Artery Plaques 肾功能指标异常与颈动脉斑块发生的因果关联研究

Lixin Tao Capital Medical University
3 14:40-15:00 贡献报告

Integration of Longitudinal Physical Activity Data from Multiple Sources

张静茹 复旦大学
4 15:00-15:20 贡献报告

Transfer Learning Accounting for Time-Varying Heterogeneity in Mixture Cox Model

Wei Zhao 山东大学
5 15:20-15:40 贡献报告

How to Analyze Adverse Events Data from Different Trials to Support a New Drug Application

贡艳坤 辉瑞制药
16:00-17:40 | Contributed Session CS052:Statistical Models and Methods in Economics and Finance
编号 时间 类型 题目 讲者 单位
1 16:00-16:20 贡献报告

Earning Rate and Financial Risk Prediction Model Based on Transformer and WGAN 基于Transformer和WGAN的收益率与金融风险预测模型

陈海清 南京财经大学
2 16:20-16:40 贡献报告

Ising Network Analysis with Missing Data

张思亮 华东师范大学
3 16:40-17:00 贡献报告

Least Squares Model Averaging for Distributed Data

张海丽 深圳职业技术大学
4 17:00-17:20 贡献报告

Spatiotemporal Joint Analysis of PM2.5 and Ozone in California with INLA Approach

凌成秀 西交利物浦大学