Liang Feng

Online Automated Algorithm Design with Large Language Models

This work introduces online LLM-based AAD, a novel optimization paradigm that treats the algorithm itself as a state-dependent decision variable and proposes OnDesign, a multi-agent framework that reconciles competing design perspectives to synthesize executable algorithms and uses execution feedback to refine how runt...