Xiuyi Fan
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
Contact
No contact links provided.
Publications
7 items
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
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations
Industrial Conference on Data Mining · 2024
Cited
1
Resume (English only)
Co-authors
20 total
Francesca Toni
Francesca Toni
Imperial College London
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Cyril Leung
Cyril Leung
Professor, Department of Electrical and Computer Engineering, University of British Columbia (UBC)
Co-author 7
Co-author 7
Co-author 8
Co-author 8