Chao Yan
Scholar

Chao Yan

Google Scholar ID: _yXrQFkAAAAJ
Instructor at DBMI, VUMC; CS PhD from Vanderbilt U
AI for medicineSynthetic health dataPrivacyFairness
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Citations & Impact
All-time
Citations
1,253
 
H-index
17
 
i10-index
32
 
Publications
20
 
Co-authors
32
list available
Contact
No contact links provided.
Publications
27 items
It's Not Always Sycophancy: Measuring LLM Conformity as a Function of Epistemic Uncertainty
2026
Cited
0
CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine
2026
Cited
0
GaussFly: Contrastive Reinforcement Learning for Visuomotor Policies in 3D Gaussian Fields
2026
Cited
0
Stop Listening to Me! How Multi-turn Conversations Can Degrade Diagnostic Reasoning
2026
Cited
0
Learning When to Sample: Confidence-Aware Self-Consistency for Efficient LLM Chain-of-Thought Reasoning
2026
Cited
0
CausalWrap: Model-Agnostic Causal Constraint Wrappers for Tabular Synthetic Data
2026
Cited
0
Risk-Equalized Differentially Private Synthetic Data: Protecting Outliers by Controlling Record-Level Influence
2026
Cited
0
PRISM: Differentially Private Synthetic Data with Structure-Aware Budget Allocation for Prediction
2026
Cited
0
Resume (English only)
Co-authors
32 total
Bradley Malin
Bradley Malin
Accenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, Vanderbilt
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Zhiyu Wan
Zhiyu Wan
Assistant Professor of BME, ShanghaiTech University; Postdoc from DBMI, VUMC; CS PhD from Vanderbilt
Yevgeniy Vorobeychik
Yevgeniy Vorobeychik
Washington University in Saint Louis
Co-author 7
Co-author 7
Co-author 8
Co-author 8