Research
A collection of my research work.
Behavior Learning (BL)
Zhenyao Ma, Yue Liang, Dongxu Li
International Conference on Learning Representations (ICLR) 2026
Inspired by behavioral science, we propose Behavior Learning (BL), a novel general-purpose ML framework that learns (hierarchical) optimization structures from data, as a promising alternative to neural network for scientific domains involving optimization.
Human Social Preferences in Simple and Complex Decisions
With Sen Geng, Menglong Guan
Working Paper 2026
Social preferences capture human motives beyond self-interest, such as kindness and moral concern. In this, we study how complexity endogenously affects social preferences.