Conformational sampling plays a crucial role in the generation of AQM dataset. We have meticulously explored different conformational search workflows to identify the most effective approach for comprehensively sampling the potential energy surface (PES) and the molecular property space of large drug-like molecules (see "Technical Validation" and Sec. 2 of the SI).