08:30-10:10 (UTC+8) | Statistical Methods in Causal Inference and Policy Optimization

Organizing Society：

Organizer：

Chair：

NO.	Beijing Time (UTC+8)	Type	Presentation Topic	Speaker	Affiliation / Organization
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	Academy of Mathematics and Systems Science, 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 (UTC+8) | Advanced Statistical Learning: Distribution-Free, Scalable and Cost-Efficient Inference

Organizer：

Chair：

NO.	Beijing Time (UTC+8)	Type	Presentation Topic	Speaker	Affiliation / Organization
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	12:10-12:35	Invited Talk	Simultaneous Quantile Regression Model: Homogeneity, Sparsity, and Efficiency	Weixin Yao	University of California, Riverside

13:30-15:10 (UTC+8) | Robust Theory and Frontier Applications of Large Models and Embodied Intelligence

Organizer：

Chair：

NO.	Beijing Time (UTC+8)	Type	Presentation Topic	Speaker	Affiliation / Organization
1	13:30-13:55	Invited Talk	Structure-Aware Variation Regularization for Robust Deep Learning	Guohao Shen	香港理工大学
2	13:55-14:20	Invited Talk	Transferring Scaling Laws to Efficiency Laws: Generative Simulation of World Models for Robotic Manipulation	Guiliang Liu	The Chinese University of Hong Kong (Shenzhen)
3	14:45-15:10	Invited Talk	Large Language Models in the Financial Domain	Liwen Zhang	Shanghai University of Finance and Economics
4	15:10-15:35	Invited Talk	Controlling OOD Error in Offline Model-Based Optimization via Wasserstein Distributionally Robust Optimization	Liangyu Zhang	Shanghai University of Finance and Economics

15:30-17:10 (UTC+8) | Financial Econometrics

Organizer：

Chair：

NO.	Beijing Time (UTC+8)	Type	Presentation Topic	Speaker	Affiliation / Organization
1	15:30-15:55	Invited Talk	Fixed-k Inference for Explosive Drift	Jia Li	Singapore Management University
2	15:55-16:20	Invited Talk	Asset Pricing Models with Network Effects	Kunpeng Li	Capital University of Economics and Business
3	16:45-17:10	Invited Talk	Multi-Task with Auxiliary Information for Massive Data and Applications	Yong Zhou	Chinese Academy of Sciences
4	17:10-17:35	Invited Talk	Prediction-Powered Linear Regression: A Balance between Interpretation and Prediction	Xinyu Zhang	Chinese Academy of Sciences

2026-07-13 (Monday)