Leying Guan

According to our database, Leying Guan authored at least 10 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A benchmark of semi-supervised scRNA-seq integration methods in real-world scenarios.

Xiaoyu Shen, Chuan He, Leying Guan

PLoS Comput. Biol., 2026

2025

Putting computational models of immunity to the test - An invited challenge to predict B.pertussis vaccination responses.

Pramod Shinde, Lisa Willemsen, Michael Anderson, Minori Aoki, Saonli Basu, Julie G. Burel, Peng Cheng, Souradipto Ghosh Dastidar, Aidan Dunleavy, Tal Einav, Jamie Forschmiedt, Slim Fourati, Javier Garcia, William Gibson, Jason A. Greenbaum, Leying Guan, Weikang Guan, Jeremy P. Gygi, Brendan Ha, Joe Hou, Jason Hsiao, Yunda Huang, Rick Jansen, Bhargob Kakoty, Zhiyu Kang, James J. Kobie, Mari Kojima, Anna Konstorum, Jiyeun Lee, Sloan A. Lewis, Aixin Li, Eric F. Lock, Jarjapu Mahita, Marcus Mendes, Hailong Meng, Aidan Neher, Somayeh Nili, Lars Rønn Olsen, Shelby Orfield, James A. Overton, Nidhi Pai, Cokie Parker, Brian Qian, Mikkel Rasmussen, Joaquin Reyna, Eve Richardson, Sandra Safo, Josey Sorenson, Aparna Srinivasan, Nicola Thrupp, Rashmi Tippalagama, Raphael Trevizani, Steffen Ventz, Jiuzhou Wang, Cheng-Chang Wu, Ferhat Ay, Barry Grant, Steven H. Kleinstein, Bjoern Peters

PLoS Comput. Biol., 2025

FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation.

Yuheng Lai, Leying Guan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Smooth and Probabilistic PARAFAC Model with Auxiliary Covariates.

Leying Guan

J. Comput. Graph. Stat., 2024

Flexible Fairness Learning via Inverse Conditional Permutation.

Yuheng Lai, Leying Guan

CoRR, 2024

A supervised Bayesian factor model for the identification of multi-omics signatures.

Jeremy P. Gygi, Anna Konstorum, Shrikant Pawar, Edel Aron, Steven H. Kleinstein, Leying Guan

Bioinform., 2024

Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection.

Yujin Han, Mingwenchan Xu, Leying Guan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

GAN-based federated learning for label protection in binary classification.

Yujin Han, Leying Guan

CoRR, 2023

2017

Scalable multi-sample single-cell data analysis by Partition-Assisted Clustering and Multiple Alignments of Networks.

Ye Henry Li, Dangna Li, Nikolay Samusik, Xiaowei Wang, Leying Guan, Garry P. Nolan, Wing Hung Wong

PLoS Comput. Biol., 2017

2014

Exon expression QTL (eeQTL) analysis highlights distant genomic variations associated with splicing regulation.

Leying Guan, Qian Yang, Mengting Gu, Liang Chen, Xuegong Zhang

Quant. Biol., 2014