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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



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