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Xiuyi Fan

5 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICDM ×2CHI ×1

Frequent coauthors

Junwen Zheng
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Chang Cai
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Sing Yee Toh
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Li Rong Wang
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Jamie Andrew Duell
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Papers

  1. Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation
    AAAI 2026 ·
    Junwen Zheng
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  2. Developing a Postgraduate Program for AI in Medicine with Kern's Six-Step Curriculum Development Approach in Singapore
    AAAI 2025 ·
    Chang Cai
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  3. The Effect of Explainable AI and Uncertainty Quantification on Medical Students' Perspectives of Decision-Making AI: A Cancer Screening Case Study
    CHI 2025 ·
    Sing Yee Toh
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  4. Towards Trustworthy Vital Sign Forecasting: Leveraging Uncertainty for Prediction Intervals
    ICDM 2025 ·
    Li Rong Wang
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  5. QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations
    ICDM 2024 ·
    Jamie Andrew Duell
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