Opening Ceremony

08:30~09:00

Plenary Talk-Physics-informed learning and uncertainty quantification

09:00~09:50

Tea Break

09:50~10:10

Plenary Talk-Causal Inference : History, Contributions, and Future （James M. Robins）

10:10~11:00

Plenary Talk-Robust Consensus Learning with Multi-Institutional EHR Data: Opportunities and Challenges（Tianxi Cai）

11:00~11:50

IS001: Causal inference in observational studies

13:30~15:10

IS002: Recent advances in network research

15:30~17:10

IS003: Recent Advances in Diffusion Models

13:30~15:10

IS004: Conformal Inference and Selective Inference

15:30~17:10

IS005: Resampling methods and survival data analysis

13:30~15:10

IS006: Recent development on high dimensional and spatial data analysis

15:30~17:10

IS013: Statistical analysis of complex data

13:30~15:10

IS014: Innovative Methods in Statistical Science

15:30~17:10

IS021: Latent class modeling and missing data

13:30~15:10

IS022: Advanced modelling techniques for complex structures

15:30~17:10

IS029: Foundations and Applications of Modern Machine Learning

13:30~15:10

IS030: Recent Advancements in Deep Learning Theory

15:30~17:10

IS037: Comprehensive Evaluation and Statistical Decision Making based on big data

13:30~15:10

IS038: Recent advances in modeling structured data

15:30~17:10

IS045: Bernoulli Special Session on Theoretical Statistics

13:30~15:10

IS046: Advances in Statistical Methods for Genetic and Omics Data Analysis

15:30~17:10

IS053: Novel methods for large-scale genetic and health data analysis

13:30~15:10

IS054: New machine and deep learning tools in neuroscience, wearable device and genetics data

15:30~17:10

CS001: Advances in Extreme Quantile Inference and High-Dimensional Testing

13:30~15:10

IS061: Quantile Regression and Beyond for High-dimensional and Complex Data

15:30~17:10

IS068: Recent Advances in Complex Data Analysis

13:30~15:10

IS069: Recent Advancements in Uncertainty Quantification

15:30~17:10

CS007: Advances in Causal Inference with Complex and Missing Data

13:30~15:10

CS013: Bayesian Frontiers in High-Dimensional and Structured Data Analysis

15:30~17:10

IS076: Advances in Risk and Uncertainty: Modeling, Quantification, and Learning

13:30~15:10

IS077: Modern Approaches to High-Dimensional Analysis

15:30~17:10

IS084: Recent advances in statistical learning and machine learning

13:30~15:10

IS085: Modern Bayesian Computation and Applications

15:30~17:10

CS002: Advances in Generative Modeling and Bayesian Computation

13:30~15:10

CS008: Advances in Causal Inference for Fair and Robust Decision Making

15:30~17:10

CS003: Recent Advances in Structured and High-Dimensional Time Series Modeling

13:30~15:10

CS009: Recent Advances in Time Series, Risk Modeling, and High-Dimensional Regression

15:30~17:10

CS004: Advances in Federated Learning and Distributed Statistical Inference

13:30~15:10

CS010: Advances in Factor-Augmented and Financial Modeling

15:30~17:10

CS005: Innovative Approaches to Spatio-Temporal and High-Dimensional Data Analysis

13:30~15:10

CS011: Advances in Personalized and Survival Data Analysis

15:30~17:10

CS006: Frontiers in Statistical Learning for Complex Time Series and Networks

13:30~15:10

CS012: Modern Approaches to Robust Learning and Inference

15:30~17:10

IS091: From Experiments to Tensors: Innovations in High-Dimensional Statistical Methods

13:30~15:10

IS092: Statistical Analysis of Network Data

15:30~17:10

《中国大百科全书（第三版）·统计学》 新书首发仪式

19:00~20:00

Poster Session

18:00~19:30

大会报告-Towards an understanding of the principles behind deep learning（Weina E）

08:30~09:20

Plenary Talk-Statistics in the Era of Large Models（Jian Huang）

09:20~10:10

Tea Break

10:10~10:30

Plenary Talk-Generative AI for Economic Equilibrium Analyses and Financial Applications （Will Cong）

10:30~11:20

IS007: Causal Inference

13:30~15:10

IS008: Recent Developments of Prediction and Inference for High-dimensional Models

15:30~17:10

IS015: Recent Advances in Statistical Network Analysis

13:30~15:10

IS016: Recent Progress in Statistical Machine Learning

15:30~17:10

IS023: Recent methods in High-dimensional inference and machine learning

13:30~15:10

IS024: 大数据计量经济模型:理论与应用

15:30~17:10

IS031: AI for Financial Economics

13:30~15:10

IS032: Statistical learning in medicine

15:30~17:10

IS039: 健康医疗大数据分析

13:30~15:10

IS040: Handling Imperfect Data in Complex Problems

15:30~17:10

IS047: Recent advances in tensor data analysis

13:30~15:10

IS048: Recent advances in statistical learning and machine learning

15:30~17:10

IS055: Bernoulli Special Session on Applied Probability

13:30~15:10

IS056: 医疗器械临床试验统计方法学

15:30~17:10

IS062: Statistical methods elevated by modern computation and massive data

13:30~15:10

IS063: Advanced Statistical Methods for Clinical and Biomedical Data Analysis

15:30~17:10

IS070: Economic Statistics and High Quality Economic Development

13:30~15:10

IS071: Statistical Methods in Deep Learning

15:30~17:10

CS019: Empirical Advances in Economic Policy and Machine Learning Applications

13:30~15:10

CS023: Advances in High-Dimensional Inference and Graphical Modeling

15:30~17:10

IS078: Research on the Frontier Issues of Complex System Networks in Economic and Social

13:30~15:10

IS079: Statistical inference with complex data

15:30~17:10

IS086: Theory and Methodologies in Orthogonal Experimental Design

13:30~15:10

IS087: 均匀设计理论与方法

15:30~17:10

CS014: Advances in High-Dimensional Learning and Optimization

13:30~15:10

IS089: Statistics for Reliable AI

15:30~17:10

IS090: Recent advances in complex network

13:30~15:10

CS015: Next-Generation Statistical Methods for Complex Data Integration

15:30~17:10

CS016: Advances in Spatial and Causal Inference with Robust Statistical Methods

13:30~15:10

CS020: Innovations in Flexible Modeling for Digital Economies and Network Structures

15:30~17:10

CS017: Innovative Statistical Approaches for Complex Biomedical Challenges

13:30~15:10

CS021: Innovations in Statistical Learning for Multimodal Data Analysis

15:30~17:10

CS018: Advances in Statistical Learning for Complex Clinical and Neuroimaging Data

13:30~15:10

CS022: Advances in Bayesian and Machine Learning Methods for Biomedical Data Science

15:30~17:10

IS093: Statistical model and machine learning methods for single cell data analysis

13:30~15:10

IS094: Recent advancement of adaptive experiments

15:30~17:10

IS009: Inference for high dimensional data 

08:30~10:10

IS010: Large Language Model and Deep Learning

10:30~12:10

IS017: Statistical and Federated Learning for Survival Analysis

08:30~10:10

IS018: High-dimensional Data Analysis: Estimation and Inference

10:30~12:10

IS025: The Statistician's Role in Generative Al Security: Theory, Algorithms, and Open Challenges

08:30~10:10

IS026: Generalizability and distribution shift

10:30~12:10

IS033: Recent Developments of Bayesian Methods for Modern Biomedical Data Analysis

08:30~10:10

IS034: Advanced Computational Methods for Omics Data Analysis and Disease Understanding

10:30~12:10

IS041: Model Averaging and related topics

08:30~10:10

IS042: Advances in machine learning methods for clinical studies

10:30~12:10

IS049: Changepoint detection, risk control, and clustering under social networks

08:30~10:10

IS050: High dimensional statistics and tensor analysis

10:30~12:10

IS057: Recent Advances in Causal Inference

08:30~10:10

IS058: Causal discovery and causal inference

10:30~12:10

IS064: Statistical and Machine Learning Advances

08:30~10:10

IS065: Statistical modeling and inference for complex time series data

10:30~12:10

IS072: Recent Advancement in Causal Inference

08:30~10:10

IS073: Innovative Statistical Learning Approaches in Data Science

10:30~12:10

CS030: Advanced Learning Methods for Dynamic Treatment and Disease Progression

08:30~10:10

CS036: Emerging Frontiers in Digital Economy and Regional Development

10:30~12:10

IS080: Network Structure & Model: New Insights and Applications

08:30~10:10

IS081: Data Science in Statistical Seismology

10:30~12:10

CS024: Advances in Statistical Modeling and Inference for Complex Data Structures

08:30~10:10

IS088: Data Privacy Protection and High Dimensional Data Analysis

10:30~12:10

CS025: Modern Statistical Learning for High-Dimensional and Structured Data

08:30~10:10

CS031: Advances in Graph-Based Learning and Network Analysis

10:30~12:10

CS026: Digital Transformation and Financial Econometrics: Methods and Applications

08:30~10:10

CS032: Advances in Transfer Learning and Multi-Task Learning

10:30~12:10

CS027: Modern Statistical Methods for High-Dimensional and Networked Data Analysis

08:30~10:10

CS033: Methodological Advances in Environmental and Policy Evaluation

10:30~12:10

CS028: Modern Statistical Methods for High-Dimensional Biomedical Data

08:30~10:10

CS034: Advanced Statistical Learning for Clinical Decision Making and Brain Disorders

10:30~12:10

CS029: Advances in Spatio-Temporal and Financial Forecasting

08:30~10:10

CS035: Cutting-Edge Methods for Causal and High-Dimensional Biomedical Analysis

10:30~12:10

IS095: 地球物理学中的前沿统计方法

08:30~10:10

IS096: Asymptotic theory for dependent random variables

10:30~12:10

IS011: Recent Advances of Adaptive Designs

13:30~15:10

IS012: Networks, Inference and Predictions

15:30~17:10

IS019: Machine learning and AI methods for Single-Cell and Spatial Genomics

13:30~15:10

IS020: Machine Learning and its Application

15:30~17:10

IS027: Advances in Modern Statistical Learning and Inference

13:30~15:10

IS028: Novel inference and computing developments in modern statistics

15:30~17:10

IS035: New developments of statistical learning for the analysis of complex biomedical data

13:30~15:10

IS036: Best practice of the Hawkes process and its variants

15:30~17:10

IS043: High dimensional statistics

13:30~15:10

IS044: Recent Advances in Statistical Learning

15:30~17:10

IS051: Latest on Statistical and Machine Leaning

13:30~15:10

IS052: Recent developments in decision-making and policy learning

15:30~17:10

IS059: Statistical Inference Meets Decision Making

13:30~15:10

IS060: Variational Bayesian inference and complicated data analysis

15:30~17:10

IS066: The interface of statistics, optimization, and artificial intelligence

13:30~15:10

IS067: Matrix Data Analysis and its Applications

15:30~17:10

IS074: Tensor Representation and Its Applications

13:30~15:10

IS075: Complex data analysis with applications

15:30~17:10

CS043: Advances in Robust and Interpretable Causal Inference with Complex Data

13:30~15:10

CS051: Innovations in Experimental Design and Statistical Inference

15:30~17:10

IS082: Advancing Learning Techniques and Diagnostic Methods for Analyzing Complex Survival Data

13:30~15:10

IS083: Financial Statistics and its Application

15:30~17:10

CS037: Advances in Deep Learning Architectures and Applications

13:30~15:10

CS045: Advanced Learning Methods for Complex Decision Systems

15:30~17:10

CS038: Recent Advances in High-Dimensional Robust Regression

13:30~15:10

CS046: Advances in High-Dimensional Statistical Learning and Inference

15:30~17:10

CS039: AI-Driven Solutions for Economic and Environmental Challenges

13:30~15:10

CS047: Policy Evaluation and Economic Modeling in Sustainable Development

15:30~17:10

CS040: Advances in Statistical Learning for Economic and Financial Modeling

13:30~15:10

CS048: Advances in Model Selection and Specification Testing

15:30~17:10

CS041: Advances in Statistical Theory and Methods for Complex Dependence Structures

13:30~15:10

CS049: Innovative Approaches to Modern Data Challenges

15:30~17:10

CS042: Emerging Methods in Causal Inference and Multi-Omics Integration

13:30~15:10

CS050: Modern Statistical Methods for Precision Medicine and Genomics

15:30~17:10

IS097: 拉丁超方设计方法与应用

13:30~15:10

CS044: Advances in Optimization and Variable Selection Methods

15:30~17:10