Leying Guan

Assistant Professor, Yale University

Joined

June 2022

Names

Leying Guan (Preferred)

Emails

****@yale.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Assistant Professor

Yale University (yale.edu)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation
Yuheng Lai, Leying Guan
- ICML 2025 poster
- Readers: Everyone
Flexible Fairness-Aware Learning via Inverse Conditional Permutation
Yuheng Lai, Leying Guan
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging genetic correlations and multiple populations to improve genetic risk prediction for non-European populations
Leqi Xu, geyu zhou, wei jiang, Leying Guan, Hongyu Zhao
- OpenReview Archive Direct Upload
- Readers: Everyone
Conformalized semi-supervised random forest for classification and abnormality detection
Yujin Han, Mingwenchan Xu, Leying Guan
- OpenReview Archive Direct Upload
- Readers: Everyone
Gradient flows for empirical Bayes in high-dimensional linear models
Zhou Fan, Leying Guan, Yandi Shen, Yihong Wu
- OpenReview Archive Direct Upload
- Readers: Everyone
Smooth and probabilistic PARAFAC model with auxiliary covariates
Leying Guan
- OpenReview Archive Direct Upload
- Readers: Everyone
l1-norm constrained multi-block sparse canonical correlation analysis via proximal gradient descent
Leying Guan
- OpenReview Archive Direct Upload
- Readers: Everyone
A conformal test of linear models via permutation-augmented regressions
Leying Guan
- OpenReview Archive Direct Upload
- Readers: Everyone
Approximate ℓ 0 -penalized estimation of piecewise-constant signals on graphs
Leying Guan, Zhou Fan
- OpenReview Archive Direct Upload
- Readers: Everyone
Prediction and outlier detection in classification problems
Leying Guan
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 13 publications