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Dongsheng Cao

2 accepted papers

2026

TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction

AAAI 2026technical

Identifying suitable reaction conditions is critical for chemical synthesis, as they directly affect yield, selectivity, and transformation feasibility. While recent methods have shown promising results, most approaches either encode reactants and products independently or rely on rule-based reactio

Cited by 0SourcePDFScholar
2023

GPMO: Gradient Perturbation-Based Contrastive Learning for Molecule Optimization

IJCAI 2023poster

Optimizing molecules with desired properties is a crucial step in de novo drug design. While translation-based methods have achieved initial success, they continue to face the challenge of the “exposure bias” problem. The challenge of preventing the “exposure bias” problem of molecule optimization…

Cited by 5SourcePDFScholar