第四届统计与数据科学联合会议

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2026-07-13 星期一

08:30-10:10 | Statistical Methods in Causal Inference and Policy Optimization

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编号	时间	类型	题目	讲者	单位
1	08:30-08:55	Invited Talk	Deconfounding Sequential Treatment Effects through Overlapping Treatment Histories	Hui Huang	Renmin University of China
2	08:55-09:20	Invited Talk	Optimal Treatment Allocations Accounting for Population Differences	Wei Zhang	Chinese Academy of Sciences
3	09:20-09:45	Invited Talk	High-Dimensional Detection of Spatial Interference Effects	Ying Yang	Fudan University
4	09:45-10:10	Invited Talk	General Sieve Learning-Based Specification Analysis with Missing Survey Data	Puying Zhao	Yunnan University

10:30-12:10 | Advanced Statistical Learning: Distribution-Free, Scalable and Cost-Efficient Inference

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编号	时间	类型	题目	讲者	单位
1	10:30-10:55	Invited Talk	Distribution-Free Prediction Sets for Regression under Target Shift	Yanlin Tang	East China Normal University
2	10:55-11:20	Invited Talk	Subsampling-Based Convoluted Rank Regression for Massive Data	Xiaochao Xia	Chongqing University
3	11:20-11:45	Invited Talk	Cost-Aware Portfolios in a Large Universe of Assets	Songshan Yang	Renmin University of China
4	11:45-12:10	Invited Talk	Simultaneous Quantile Regression Model: Homogeneity, Sparsity, and Efficiency	Weixin Yao	University of California, Riverside

13:30-15:10 | Robust Theory and Frontier Applications of Large Models and Embodied Intelligence

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编号	时间	类型	题目	讲者	单位
1	13:30-13:55	Invited Talk	Structure-Aware Variation Regularization for Robust Deep Learning	Guohao Shen	The Hong Kong Polytechnic University
2	13:55-14:20	Invited Talk	Controlling OOD Error in Offline Model-Based Optimization via Wasserstein Distributionally Robust Optimization	Liangyu Zhang	Shanghai University of Finance and Economics
3	14:20-14:45	Invited Talk	Large Language Models in the Financial Domain	Liwen Zhang	Shanghai University of Finance and Economics
4	14:45-15:10	Invited Talk	Renewable Regression Inference with Heterogeneous and Periodic Streaming Data	Xuerong Chen	Southwestern University of Finance and Economics

15:30-17:10 | Functional Inequalities and Related Topics

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编号	时间	类型	题目	讲者	单位
1	15:30-15:55	Invited Talk	Volume Asymptotics of Intersection and Difference of Schatten Balls	Qiang Zeng	Chinese Academy of Sciences
2	15:55-16:20	Invited Talk	Noncommutative Functional Inequalities and Their Applications	Sijie Luo	Central South University
3	16:20-16:45	Invited Talk	非交换索伯列夫不等式	Bang Xu	Xiamen University
4	16:45-17:10	Invited Talk	循环群上的对数索伯列夫不等式	Gan Yao	Harbin Institute of Technology

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