Eval4DiRec is the first unified and open-source evaluation framework specifically designed for diffusion-based RSs, providing consistent and reproducible experimental settings to systematically assess their performance.
Cong Wang, Shou-Jin Wang, Yi-Shuo Li et al.· ACM Transactions on Knowledg...· 0 citations
SpecTD-MR, a novel medication recommendation framework for Disease Spectrum-aware and Time-evolving Dependency Learning, is proposed that surpasses state-of-the-art baselines in accuracy, while providing visualizable structural associations to support insights into dynamic disease evolution.
Yi-Shuo Li, Cong Wang, Shou-Jin Wang et al.· ACM Transactions on Informat...· 1 citation
RES-MR is proposed, a novel Risk-aware Reasoning framework for Explainable and Safe Medication Recommendation using LLMs that significantly outperforms state-of-the-art baselines in terms of accuracy, safety, and explainability.
Cong Wang, Jin Li, Shou-Jin Wang et al.· Annual International ACM SIG...· 1 citation
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