Scholar
Xiuyi Fan
Google Scholar ID: FNNfuiQAAAAJ
Nanyang Technological University
Artificial Intelligence
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Citations & Impact
All-time
Citations
1,146
H-index
18
i10-index
27
Publications
20
Co-authors
20
list available
Publications
9 items
Explainable Uncertainty Estimation for Reliable Medical AI
2026
Cited
0
Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading
2026
Cited
0
CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model
2026
Cited
0
Robust Uncertainty Estimation under Distribution Shift via Difference Reconstruction
2026
Cited
0
Provably Robust Bayesian Counterfactual Explanations under Model Changes
2026
Cited
0
Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation
2025
Cited
0
Towards Trustworthy Vital Sign Forecasting: Leveraging Uncertainty for Prediction Intervals
2025
Cited
0
Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery
2025
Cited
0
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Co-authors
7 total
Francesca Toni
Imperial College London
Cyril Leung
Professor, Department of Electrical and Computer Engineering, University of British Columbia (UBC)
Chunyan Miao
Nanyang Technological University
Yew-Soon Ong
President Chair Professor of Computer Science, A*Star AI Chief Scientist, FIEEE
Gert Aarts
Swansea University
Surya Singh
The Boston Dynamics AI Institute
Zhiqi Shen
Nanyang Technological University
