Xiangxiang Zeng

Expanding Knowledge Boundaries via LLM-Grounded Alignment for Drug Combination Recommendation

L2aCo is a model-agnostic knowledge alignment framework that leverages large language models as external biomedical knowledge sources to expand the effective knowledge boundary for drug combinations and substantially improves generalization for cold-start and long-tail cell lines.