Xiuyi Fan

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

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Venues

AAAI ×2 ICDM ×2 CHI ×1

Frequent coauthors

Li Rong Wang

×3

Chang Cai

×3

Yih Yng Ng

×2

Junwen Zheng

×1

Xinran Xu

×1

Lucinda Siyun Tan

×1

Dingyuan Wang

×1

Hong Liang Tey

×1

Michelle Jong

×1

Jo-Anne Elizabeth Manski-Nankervis

×1

Kum Ying Tham

×1

Preman Rajalingam

×1

Papers

Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation
AAAI 2026 ·
Junwen Zheng
,
Xinran Xu
,
Li Rong Wang
,
Chang Cai
,
Lucinda Siyun Tan
,
Dingyuan Wang
,
Hong Liang Tey
, Xiuyi Fan
Developing a Postgraduate Program for AI in Medicine with Kern's Six-Step Curriculum Development Approach in Singapore
AAAI 2025 ·
Chang Cai
,
Michelle Jong
,
Yih Yng Ng
,
Jo-Anne Elizabeth Manski-Nankervis
,
Kum Ying Tham
,
Preman Rajalingam
,
Boon Keong Ang
,
Jennifer Anne Cleland
,
Joseph Sung
, Xiuyi Fan
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
,
Chang Cai
,
Li Rong Wang
,
Xiaoyin Bai
,
Joanne Ngeow
, Xiuyi Fan
Towards Trustworthy Vital Sign Forecasting: Leveraging Uncertainty for Prediction Intervals
ICDM 2025 ·
Li Rong Wang
,
Thomas C. Henderson
,
Yew Soon Ong
,
Yih Yng Ng
, Xiuyi Fan
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations
ICDM 2024 ·
Jamie Andrew Duell
,
Monika Seisenberger
,
Hsuan Fu
, Xiuyi Fan