第三届全国统计与数据科学联合会议

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2025-07-13 星期日

紫光厅B Ziguang Hall B

08:30-10:10 | IS025: The Statistician's Role in Generative Al Security: Theory, Algorithms, and Open Challenges IS025: The Statistician's Role in Generative Al Security: Theory, Algorithms, and Open Challenges

组织者：

Hongtu Zhu The University of North Carolina at Chapel Hill

Organizer：

Hongtu Zhu The University of North Carolina at Chapel Hill

主持人：

Jinhan Xie 云南大学

Chair：

Jinhan Xie Yunnan University

编号	时间	类型	题目	讲者	单位
1	08:30-08:55	邀请报告	A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models	Linjun Zhang	Rutgers University
		Invited Talk	A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models	Linjun Zhang	Rutgers University
2	08:55-09:20	邀请报告	Denoising Diffusions with Optimal Transport: Localization, Curvature, and Multi-Scale Complexity	Tengyuan Liang	University of Chicago
		Invited Talk	Denoising Diffusions with Optimal Transport: Localization, Curvature, and Multi-Scale Complexity	Tengyuan Liang	University of Chicago
3	09:20-09:45	邀请报告	Do Large Language Models Need Statistical Foundations?	Weijie Su	University of Pennsylvnania
		Invited Talk	Do Large Language Models Need Statistical Foundations?	Weijie Su	University of Pennsylvnania

10:30-12:10 | IS026: Generalizability and distribution shift IS026: Generalizability and distribution shift

组织者：

Xinwei Shen ETH Zurich

Organizer：

Xinwei Shen ETH Zurich

主持人：

Xinwei Shen ETH Zurich

Chair：

Xinwei Shen ETH Zurich

编号	时间	类型	题目	讲者	单位
1	00:00-00:00	邀请报告	Model-assisted and Knowledge-guided Transfer Regression for the Underrepresented Population	Doudou Zhou	National University of Singapore
		Invited Talk	Model-assisted and Knowledge-guided Transfer Regression for the Underrepresented Population	Doudou Zhou	National University of Singapore
2	10:30-10:55	邀请报告	New Evidence for the Predictive Role of Covariate Shift in Treatment Effect Generalization	Ying Jin	University of Pennsylvania
		Invited Talk	New Evidence for the Predictive Role of Covariate Shift in Treatment Effect Generalization	Ying Jin	University of Pennsylvania
3	10:55-11:20	邀请报告	Distributionally robust risk evaluation with an isotonic constraint	Yu Gui	University of Chicago
		Invited Talk	Distributionally robust risk evaluation with an isotonic constraint	Yu Gui	University of Chicago
4	11:20-11:45	邀请报告	A New and Efficient Debiased Estimation of General Treatment Models by Balanced Neural Networks Weighting	Wei Huang	University of Melbourne
		Invited Talk	A New and Efficient Debiased Estimation of General Treatment Models by Balanced Neural Networks Weighting	Wei Huang	University of Melbourne

13:30-15:10 | IS027: Advances in Modern Statistical Learning and Inference IS027: Advances in Modern Statistical Learning and Inference

组织者：

Huixia Judy Wang The George Washington University

Organizer：

Huixia Judy Wang

主持人：

唐炎林华东师范大学

Chair：

Yanlin Tang East China Normal University

编号	时间	类型	题目	讲者	单位
1	13:30-13:55	邀请报告	Calibrating Large Language Models to Achieve Tail Risk Control	Lihua Lei	Stanford University
		Invited Talk	Calibrating Large Language Models to Achieve Tail Risk Control	Lihua Lei	Stanford University
2	13:55-14:20	邀请报告	Model-free high-dimensional knockoff inference with privacy constraints	Zhanrui Cai	The University of Hong Kong
		Invited Talk	Model-free high-dimensional knockoff inference with privacy constraints	Zhanrui Cai	The University of Hong Kong
3	14:20-14:45	邀请报告	Data-Utilization at the Core: A Unified Conformalized Multiple Testing Framework	任好洁	上海交通大学
		Invited Talk	Data-Utilization at the Core: A Unified Conformalized Multiple Testing Framework	Haojie Ren	Shanghai Jiao Tong University
4	14:45-15:10	邀请报告	A Tale of Two Cities: Pessimism and Opportunism in Offline Dynamic Pricing	Zhengling Qi	George Washington University
		Invited Talk	Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning	Zhengling Qi	George Washington University

15:30-17:10 | IS028: Novel inference and computing developments in modern statistics IS028: Novel inference and computing developments in modern statistics

组织者：

Minge Xie Rutgers University

Organizer：

Minge Xie Rutgers University

主持人：

Hao Chen University of California, Davis

Chair：

Hao Chen University of California, Davis

编号	时间	类型	题目	讲者	单位
1	15:30-16:03	邀请报告	Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation	Lu Tian	Stanford University
		Invited Talk	Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation	Lu Tian	Stanford University
2	16:03-16:36	邀请报告	Bias reduction in comparative effectiveness research of COVID-19 vaccines	Qiong Wu	University of Pittsburgh
		Invited Talk	Inference under Treatment Misclassification in Real-World COVID-19 Vaccine Effectiveness Studies	Qiong Wu	University of Pittsburgh
3	16:36-17:10	邀请报告	TBD	Guangyang Wang	Rutgers University
		Invited Talk	TBD	Guangyang Wang	Rutgers University

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2025-07-13 星期日

紫光厅B Ziguang Hall B

第三届全国统计与数据科学联合会议 版权所有

第三届全国统计与数据科学联合会议版权所有