Invited Sessions
| Special Session 1 | Bernoulli Session on Statistical Methodology & Theory |
| Organizer | Jeff Yao, The Chinese University of Hong Kong (Shenzhen) |
| Special Session 2 | Bernoulli Session on Stochastic Methods for Data Science |
| Organizer | Ajay Jasra, The Chinese University of Hong Kong (Shenzhen) |
| IV001 | Advanced Estimation Methods and Machine Learning |
| Organizer | Xingqiu Zhao，Hong Kong Polytechnic University |
| IV002 | Advancements in Integrative Statistical Inference |
| Organizer | Wenguang Sun，Zhejiang University |
| IV003 | Advancements in statistical inference of point processes and their applications |
| Organizer | Jiancang Zhuang，The Institute of Statistical Mathematics, Japan |
| IV004 | Advancing Statistical Frontiers in Data Privacy Protection |
| Organizer | Weijie Su，University of Pennsylvania |
| IV005 | AI and Machine Learning in Complex Biomedical Data |
| Organizer | Hongzhe Li，University of Pennsylvania |
| IV006 | AI and Machine Learning in Single Cell Genomic |
| Organizer | Hongzhe Li，University of Pennsylvania |
| IV007 | Asymptotic theory and high-dimensional statistics |
| Organizer | Takeru Matsuda，University of Tokyo & RIKEN Center for Brain Science |
| IV008 | Causal inference in observational studies |
| Organizer | 概率统计学会 |
| IV009 | Complex data, Geometry and related fields |
| Organizer | Zhigang Yao，National University of Singapore |
| IV010 | Data privacy and statistical modeling |
| Organizer | Zhigang Li，University of Florida |
| IV011 | Data Science and Engineering |
| Organizer | Jian Shi，Chinese Academy of Sciences |
| IV012 | Data Science Methods for Complex Data with Endogeneity and Heterogeneity |
| Organizer | Linda Zhao，University of Pennsylvania |
| IV013 | Design and Modeling for Computer Experiments |
| Organizer | Niansheng Tang，Yunnan Univeristy |
| IV014 | Dynamic and reinforcement learning |
| Organizer | Jialiang Li，National University of Singapore |
| IV015 | Experimental Design and Big Data Subsampling |
| Organizer | Niansheng Tang，Yunnan Univeristy |
| IV016 | Exploring the Frontiers of Machine Learning: Algorithms, Theoretical Insights and Applications |
| Organizer | Weijie Su，University of Pennsylvania |
| IV017 | Financial and Macroeconometrics |
| Organizer | Zhijie Xiao，Fudan University |
| IV018 | Financial big data |
| Organizer | Xinhua Zheng，Hong Kong University of Science and Technology |
| IV019 | Financial machine learning |
| Organizer | Xinhua Zheng，Hong Kong University of Science and Technology |
| IV020 | foudation models in modern industries |
| Organizer | Jinhan Xie，University of Alberta |
| IV021 | Foundation Models in Large-Scale Biomedical Studies |
| Organizer | Ting Li，Shanghai University of Finance and Economics |
| IV022 | Frontier of statistics machine learning |
| Organizer | Annie Qu，University of California,Irvine |
| IV023 | Generative learning |
| Organizer | Jian Huang，Hong Kong Polytechnic University |
| IV024 | High-dimensional statistical learning |
| Organizer | 概率统计学会 |
| IV025 | Independence Test and Association Analysis |
| Organizer | Liping Zhu，Renmin University of China |
| IV026 | Innovative statistical methods for data with complex structures |
| Organizer | Lan Wang，University of Miami |
| IV027 | Innovative statistical methods for heterogeneous data |
| Organizer | Lan Wang，University of Miami |
| IV028 | Interface between Statistics and Neuro and Cognitive science |
| Organizer | Song Xi Chen，Peking University |
| IV029 | Interface of Functional Data Analysis and Dynamic Models |
| Organizer | Jiguo Cao，Simon Fraser University |
| IV030 | Large-Scale Inference and Private Statistical Analysis |
| Organizer | Qihua Wang，Chinese Academy of Sciences |
| IV031 | Machine Learning Methods: Theory and Applications |
| Organizer | Xinyuan Song，Chinese University of Hong Kong |
| IV032 | Model-agnostic statistical inference |
| Organizer | Changliang Zou，Nankai University |
| IV033 | modeling and statistical inference of medical big data |
| Organizer | 概率统计学会 |
| IV034 | Modern statistical methods for causal inference |
| Organizer | Jae-kwang Kim，Iowa State University |
| IV035 | Network Analysis and Cluster Analysis |
| Organizer | Anderson Zhang，University of Pennsylvania |
| IV036 | New advances in complex data analyses |
| Organizer | Peter Song，University of Michigan |
| IV037 | New Statistical Methods for Causal inference and Hidden Factor Learning |
| Organizer | Fang Yao，Peking University |
| IV038 | New Statistical Methods for Complex Imaging and Genetics Data |
| Organizer | Fang Yao，Peking University |
| IV039 | Nonlinear Probability and Statistics for Machine Learning |
| Organizer | Zengjing Chen，Shandong University |
| IV040 | Novel applications in Biostatistics |
| Organizer | Annie Qu，University College London |
| IV041 | Omics and big data in medical research |
| Organizer | Feng Chen，Nanjing Medical University |
| IV042 | Optimality consideration in modern statistical inference |
| Organizer | Arlene Kim，Korea University |
| IV043 | Panel Data and Microeconometrics |
| Organizer | Zhijie Xiao，Fudan University |
| IV044 | Progress in Best Subset Selection |
| Organizer | Xueqin Wang，University of Science and Technology of China |
| IV045 | Recent advancements in large network and tensor data analysis |
| Organizer | Tracy Ke，Harward University |
| IV046 | Recent advances in causal inference |
| Organizer | Zijian Guo，Rutgers University |
| IV047 | Recent advances in data integration in survey sampling |
| Organizer | Jae-kwang Kim，Iowa State University |
| IV048 | Recent Advances in Deep Learning Theory |
| Organizer | Huazhen Lin，Southwestern University of Finance and Economics |
| IV049 | Recent advances in efficient and fair machine learning |
| Organizer | Anru Zhang，Duke University |
| IV050 | Recent Advances in Functional and Complex Data |
| Organizer | Fang Yao，Peking University |
| IV051 | Recent Advances in High-dimensional and Heterogeneous Data Analysis |
| Organizer | Xinyuan Song，Chinese University of Hong Kong |
| IV052 | Recent advances in sequencing and imaging data analysis |
| Organizer | Anru Zhang，Duke University |
| IV053 | Recent advances in statistical learning |
| Organizer | Tony Cai，University of Pennsylvania |
| IV054 | Recent Advances in Statistical Machine Learning |
| Organizer | Zhenhua Lin，National University of Singapore |
| IV055 | Recent Advances in Statistical Machine Learning: Theory and Applications |
| Organizer | Rong Ma，Harvard University |
| IV056 | Recent Advances in Statistical Network Analysis - Methodology and Applications |
| Organizer | Ji Zhu，University of Michigan |
| IV057 | Recent Advances in Statistical Network Analysis - Theory and Methodology |
| Organizer | Ji Zhu，University of Michigan |
| IV058 | Recent development in complex data analysis |
| Organizer | 中国工业统计教学研究会 |
| IV059 | Recent Developments in Causal Learning |
| Organizer | Huazhen Lin，Southwestern University of Finance and Economics |
| IV060 | Recent developments in complex time series analysis |
| Organizer | Linda Zhao，University of Pennsylvania |
| IV061 | Recent Developments in Conformal Inference and Causal Inference |
| Organizer | Wenguang Sun，Zhejiang University |
| IV062 | Recent Developments in the Analysis of High-dimensional and Complex Data |
| Organizer | Jinyuan Chang，Southwestern University of Finance and Economics |
| IV063 | Recent topics in machine learning |
| Organizer | Zijian Guo，Rutgers University |
| IV064 | Research on the Statistics and Development of Networked Economic and Social Systems in the Context of Digital Intelligence Technology |
| Organizer | Yanyun Zhao，Renmin University of China |
| IV065 | Robust Inference In High-Dimensional Complex Data |
| Organizer | Zhanrui Cai，Hong Kong University |
| IV066 | Semiparametric Modeling for Complex Survival Data |
| Organizer | Xinyuan Song，Chinese University of Hong Kong |
| IV067 | Stastistical Analysis with Complex Data |
| Organizer | Qihua Wang，Chinese Academy of Sciences |
| IV068 | Statistical applications in behavioral decision and behavioral experiments |
| Organizer | Lei Shi，Yunnan University of Finance and Economics |
| IV069 | Statistical inference beyond Euclidean spaces |
| Organizer | Xueqin Wang，University of Science and Technology of China |
| IV070 | Statistical inference for biological and medical data |
| Organizer | Qizhai Li，Academy of Mathematics and Systems Science |
| IV071 | Statistical inference for high-dimensional data |
| Organizer | Tracy Ke，Harward University |
| IV072 | Statistical Interdisciplinary Studies I |
| Organizer | Song Xi Chen，Peking University |
| IV073 | Statistical Interdisciplinary Studies II |
| Organizer | Song Xi Chen，Peking University |
| IV074 | Statistical learning for complex and challenging survival data |
| Organizer | Jianxin Pan，Beijing Normal University |
| IV075 | Statistical Learning for Large Foundation Models |
| Organizer | Shurong Zheng，Northeast Normal University |
| IV076 | Statistical Learning on multi-source and complicated data |
| Organizer | Niansheng Tang，Yunnan Univeristy |
| IV077 | Statistical Theory and Learning |
| Organizer | 概率统计学会 |
| IV078 | Statistics in Earth Science Applications |
| Organizer | Song Xi Chen，Peking University |
| IV079 | The interplay between statistical inference and data-driven decision making |
| Organizer | Zhimei Ren，University of Pennsylvania |
| IV080 | Theoretical foundations for machine learning |
| Organizer | Tracy Ke，Harward University |
| IV081 | Theory, method and application for major problems in statistical modernization of China |
| Organizer | Yanyun Zhao，Renmin University of China |
| IV082 | Trustworthy AI |
| Organizer | Annie Qu，University of California,Irvine |
| IV083 | 大维随机矩阵极限理论 |
| Organizer | Shurong Zheng，Northeast Normal University |
| IV084 | 高维复杂数据的统计建模与推断 |
| Organizer | 中国工业统计教学研究会 |
| IV085 | 工业大数据和智能化统计分析 |
| Organizer | Jianping Zhu，Xiamen University |
| IV086 | 商务大数据分析与应用 |
| Organizer | Xiuying Ma，Jilin University of Finance and Economics |
| IV087 | 数据科学与商业智能统计分析 |
| Organizer | Jianping Zhu，Xiamen University |
| IV088 | 数据资产核算专题 |
| Organizer | Haiqi Lv，National Bureau of Statistics |
| IV089 | 数字经济及其影响的统计研究 |
| Organizer | Guorong Li，Jilin University of Finance and Economics |
| IV090 | 统计学与计算机科学的交叉研究 |
| Organizer | 中国工业统计教学研究会 |
| IV091 | Unspecified Session Title |
| Organizer | Xinyu Zhang，Chinese Academy of Sciences |
| IV092 | Unspecified Session Title |
| Organizer | Jialiang Li，National University of Singapore |
| IV093 | Unspecified Session Title |
| Organizer | Zhihua Zhang，Peking University |
| IV094 | Unspecified Session Title |
| Organizer | Weidong Liu，Shanghai Jiao tong University |
| IV095 | Modern Statistical Learning for High-Dimensional Data |
| Organizer | Jingyuan Liu，Xiamen University |
| IV096 | New Statistical and Machine Learning Methods for Complex Data |
| Organizer | Depeng Jiang，University of Manitoba |
| IV097 | Statistical Learning for Thereshold Models and Applications |
| Organizer | Wei Zhong, Xiamen University |
| IV098 | spatial and network econometrics |
| Organizer | Xingbai Xu, Xiamen University |
| IV095 | Modern Statistical Learning for High-Dimensional Data |
| Organizer | Jingyuan Liu，Xiamen University |
| IV096 | New Statistical and Machine Learning Methods for Complex Data |
| Organizer | Depeng Jiang，University of Manitoba |
| IV097 | Statistical Learning for Thereshold Models and Applications |
| Organizer | Wei Zhong, Xiamen University |
| IV098 | spatial and network econometrics |
| Organizer | Xingbai Xu, Xiamen University |
