Carolina Zheng
Scholar

Carolina Zheng

Google Scholar ID: AQtKUnwAAAAJ
Columbia University
Machine LearningNatural Language Processing
Google Scholar↗
Citations & Impact
All-time
Citations
159
 
H-index
5
 
i10-index
4
 
Publications
7
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
3 items
Duel-Evolve: Reward-Free Test-Time Scaling via LLM Self-Preferences
2026
Cited
0
Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders
2025
Cited
0
Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID
2025
Cited
0
Resume (English only)
Co-authors
10 total
David Blei
David Blei
Professor of Statistics and Computer Science, Columbia University
Claudia Shi
Claudia Shi
Meta FAIR
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Reno Kriz
Reno Kriz
Associate Research Scientist
Chris Callison-Burch
Chris Callison-Burch
Professor, University of Pennsylvania
Nicolas Beltran-Velez
Nicolas Beltran-Velez
Ph.D Student Columbia University
Achille Nazaret
Achille Nazaret
PhD student, Columbia University