Adaptable Molecular Representation (AdaMR): A Unified Pre-training Strategy for Improved Performance Across Diverse Downstream Tasks in Drug Discovery

AdaMR, a novel pre-training strategy for small-molecule drugs, utilizes a granularity-adjustable molecular encoding approach and a dedicated molecular canonicalization task to enable robust performance across a range of downstream tasks, including molecular property prediction and molecule generation.