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2026-07-11 (Saturday)

Xiangyuan Room (UTC+8)

13:30-15:10 (UTC+8) | Mathematical Foundations of Deep Learning

Organizing Society：

Organizer：

Weijie Su University of Pennsylvnania

Chair：

Linjun Zhang Rutgers University

NO.	Beijing Time (UTC+8)	Type	Presentation Topic	Speaker	Affiliation / Organization
1	13:30-13:55	Invited Talk	A Functional Perspective for Understanding Neural Scaling Laws	Lei Wu	Peking University
2	13:55-14:20	Invited Talk	The Phi Curve: Generalization Under Suitable Model Capacities in Modern Machine Learning - From Deterministic Equivalence to Function Spaces	Fanghui Liu	Shanghai Jiao Tong University
3	14:20-14:45	Invited Talk	Data Optimization for LLM Mid-Training and Post-Training	Jingzhao Zhang	Tsinghua University
4	14:45-15:10	Invited Talk	Condensation Sheds Light to the Mathematical Foundation of Deep Neural Networks	Yaoyu Zhang	Shanghai Jiao Tong University

15:30-17:10 (UTC+8) | Interacting Particle System and Related Models

Organizing Society：

Organizer：

Xinxin Chen Beijing Normal University

Chair：

Xinxin Chen Beijing Normal University

NO.	Beijing Time (UTC+8)	Type	Presentation Topic	Speaker	Affiliation / Organization
1	15:30-15:55	Invited Talk	分数ARIMA过程的阶选择	Chunhao Cai	Sun Yat-sen University
2	15:55-16:20	Invited Talk	On Phase Transition of A Multi Particle Pool Model	Yuan Zhang	Renmin University of China
3	16:20-16:45	Invited Talk	Shape of Large Feynman Cycles under BEC	Wen Sun	University of Science and Technology of China
4	16:45-17:10	Invited Talk	TBD	Xiong Wang	Sun Yat-sen University