Gan Luo

From Search to Synthesis: Training LLMs as Zero-Shot Workflow Generators

Gan Luo, Zihan Qin, Bin Dong, Wotao Yin

Large language models (LLMs) excel across a wide range of tasks, yet their instance-specific solutions often lack the structural consistency needed for reliable deployment. Workflows that encode recurring algorithmic patterns at the task level provide a principled framework, offe…Read more