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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