Scholar
Yanan Long
Google Scholar ID: YzV0B_QAAAAJ
University of Chicago
Citations & Impact
Citations
167
H-index
6
i10-index
4
Publications
12
Co-authors
21
list available
Publications
Resume (English only)
Background
- Data scientist and machine learning researcher
- Research focuses on machine learning for scientific applications, especially in biomedical sciences
- Integrates domain expert knowledge into predictive modeling and advocates for MLOps best practices
- Works on mechanistic interpretability of transformer-based neural machine translation models, with emphasis on gender biases and non-binary gender identities
- Uses Bayesian statistics for rigorous model evaluation in all technical work
- Critically examines socio-technical implications of AI through phenomenology and participatory design, prioritizing inclusivity and ethics
