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Cong Wang

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#artificial intelligence Open access Sep 2026

Eval4DiRec: A Unified and Systematic Evaluation Framework for Diffusion-based Recommender Systems

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. · 0 citations

Disease Spectrum-aware and Time-evolving Dependency Learning for Medication Recommendation

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. · 1 citation
Book Open access Jul 2026

RES-MR: Risk-Aware Reasoning for Explainable and Safe Medication Recommendation

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. · 1 citation

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