Scholar
Yu Gui
Google Scholar ID: 22zXYlkAAAAJ
the Wharton School, University of Pennsylvania
Citations & Impact
Citations
153
H-index
6
i10-index
4
Publications
13
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'multi-modal contrastive learning adapts to intrinsic dimensions' accepted to NeurIPS 2025.
- Awarded the IMS Lawrence D. Brown Ph.D. Award (2025).
- Survey paper 'Conformal Prediction: A Data Perspective' accepted to ACM Computing Surveys (2025).
- Paper 'Conformal Alignment' accepted to NeurIPS 2024, ensuring safe and reliable deployment of foundation model outputs.
- Preprint 'iso-DRL' (2024) proposes using side information to balance misspecification in reweighting and over-pessimism in distributionally robust learning.
- Presented 'conformalized matrix completion' at NeurIPS 2023 and ICSDS 2023.
- Awarded the William Rainey Harper Dissertation Fellowship (2024).
