Yuan Jiang

Full Professor, Nanjing University

2 papers at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Curriculum Abductive Learning

#2802 · Wen-Chao Hu, Qi-Jie Li, Lin-Han Jia, Cunjing Ge, Yu-Feng Li, Yuan Jiang, Zhi-Hua Zhou

We propose Curriculum Abductive Learning (C-ABL), a method that explicitly leverages structural properties of domain knowledge bases to improve training efficiency, stability and reasoning accuracy in ABL.

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Discovering Symbolic Partial Differential Equation by Abductive Learning

#2104 · En-Hao Gao, Cunjing Ge, Yuan Jiang, Zhi-Hua Zhou

We propose a dual-driven (data and knowledge) approach for symbolic PDE discovery that exhibits superior performance in terms of noise robustness and hyperparameter stability.