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Author

Jun Liu

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Open access Sep 2026

Assisting patients with reliable information gathering: A guide to building efficient QA systems for medical use

This study introduces a novel methodology leveraging publicly accessible online health forums to systematically build an unbiased, privacy-conscious QA dataset, and it employs Topic-guided Semantic Modeling (TGSM) for automated topic identification, enabling efficient and targeted annotation of relevant patient-generat...

Zhi-Peng Yin, Zi-Chong Wang, Min Chen et al. · 0 citations
Conference Open access Sep 2026

Learning Counterfactual Fairness from Authentic Generation

Graph Counterfactual Fairness (GCFair), a novel framework that achieves counterfactual fairness by explicitly identifying and disentangling the subsets of node features and graph structures genuinely affected by sensitive attributes, is proposed.

Zi-Chong Wang, Zhi-Peng Yin, Zhong Chen et al. · 3 citations

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