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Xin-Yi Jiang

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#artificial intelligence Preprint Sep 2026

ConsultMind:Towards Automated Diagnostic Consultation via Uncertainty-Aware Reasoning

Diagnostic consultation is an online sequential decision-making process in which clinicians gather evidence through patient interaction until a diagnosis is sufficiently supported. Automating this process requires adaptive inquiry and interpretable decisions. Bayesian networks offer a natural foundation by updating dia...

Xiao Sun, Yu-Ming Yang, Yun Chen et al. · 0 citations
Preprint Aug 2026

M$^3$R-Bench: A Unified Benchmark for Evidence-Grounded Multimodal Metaphor Understanding

Metaphor enables the understanding of abstract concepts through cross-domain mappings while conveying affective attitudes. In multimodal scenarios, visual and textual information jointly construct Target--Source mappings, requiring both conceptual understanding and cross-modal reasoning. However, existing benchmarks ma...

Hongye Jiang, Junnan Zhu, Jing-Wang Huang et al. · 0 citations

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