Yan-Lin Chen

AutoLR: Automating the Path from Research to Launch Review in Industrial Recommender Systems

This work presents AutoLR, initially built as Auto Launch Review and later extended upstream into an autonomous research-to-launch harness, which combines three system mechanisms: a multi-expert council that debates and adversarially reviews proposals, a limited trial budget across candidate directions, and a layered k...