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Wen-Peng Lu

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Book Open access Oct 2026

Distilling the Noise: Value-Aware Contrastive Hypergraph Learning for Robust Multimodal Rumor Detection

The proliferation of multimodal misinformation on social media poses significant challenges for rumor detection. Existing approaches typically treat user comments as homogeneous auxiliary features for aggregation. However, this assumption overlooks the significant heterogeneity in comment quality, where high-value comm...

Heng Zhang, Wei-Yu Zhang, Chao-Qun Zheng et al. · 0 citations
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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