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Shaolun Yao

2 accepted papers

2025

Association Pattern-enhanced Molecular Representation Learning

AAAI 2025technical

The applicability of drug molecules in various clinical scenarios is significantly influenced by a diverse range of molecular properties. By leveraging self-supervised conditions such as atom attributes and interatomic bonds, existing advanced molecular foundation models can generate expressive repr…

2024

Association Pattern-aware Fusion for Biological Entity Relationship Prediction

NeurIPS 2024poster

Deep learning-based methods significantly advance the exploration of associations among triple-wise biological entities (e.g., drug-target protein-adverse reaction), thereby facilitating drug discovery and safeguarding human health. However, existing researches only focus on entity-centric informati…