← Search

Yemin Yu

3 accepted papers

2024

Active Retrosynthetic Planning Aware of Route Quality

ICLR 2024poster

Retrosynthetic planning is a sequential decision-making process of identifying synthetic routes from the available building block materials to reach a desired target molecule. Though existing planning approaches show promisingly high solving rates and low costs, the trivial route cost evaluation via…

Cited by 3SourcePDFScholar
2024

RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction

AAAI 2024technical

Machine learning-assisted retrosynthesis prediction models have been gaining widespread adoption, though their performances oftentimes degrade significantly when deployed in real-world applications embracing out-of-distribution (OOD) molecules or reactions. Despite steady progress on standard benchm…

Cited by 4SourcePDFScholar
2022

GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy

NeurIPS 2022accept

Retrosynthetic planning occupies a crucial position in synthetic chemistry and, accordingly, drug discovery, which aims to find synthetic pathways of a target molecule through a sequential decision-making process on a set of feasible reactions. While the majority of recent works focus on the predict…

Cited by 23SourcePDFScholar