Scholar
Shi-ang Qi
Google Scholar ID: EcXcCD4AAAAJ
PhD Student, University of Alberta
Citations & Impact
Citations
605
H-index
9
i10-index
9
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Toward Conditional Distribution Calibration in Survival Prediction' at NeurIPS 2024
- Published 'Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration' at ICML 2024
- Published 'PepRec: Progressive Enhancement of Prompting for Recommendation' at EMNLP 2024
- Published 'SurvivalEVAL: A Comprehensive Open-Source Python Package for Evaluating Individual Survival Distributions' at SPACA
- Co-authored ECG-based individual survival prediction work presented at SPACA
- Published study on supervised ECG features outperforming others in individualized survival prediction at ML4H 2023
- Published 'iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models' at CIKM 2023
Background
- Research interests lie at the intersection of machine learning, deep learning, bioinformatics, survival analysis, and causal inference in healthcare applications
- Currently focused on theoretical optimization of survival analysis
- Working on building effective and interpretable individual survival distribution models to identify actionable factors in breast cancer
- Collaborating with Alberta's Tomorrow Project
- Research direction is highly multidisciplinary
