Leying Guan

11 papers A* 1A 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A benchmark of semi-supervised scRNA-seq integration methods in real-world scenarios.
PLoS Comput. Biol.
Xiaoyu Shen, Chuan He, Leying Guan
2025 A* conf
FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation.
ICML
Yuheng Lai, Leying Guan
2025 J jnl
Putting computational models of immunity to the test - An invited challenge to predict B.pertussis vaccination responses.
PLoS Comput. Biol.
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
2024 J jnl
A supervised Bayesian factor model for the identification of multi-omics signatures.
Bioinform.
Jeremy P. Gygi, Anna Konstorum, Shrikant Pawar, Edel Aron, Steven H. Kleinstein, Leying Guan
2024 A conf
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection.
AISTATS
Yujin Han, Mingwenchan Xu, Leying Guan
2024 J jnl
Flexible Fairness Learning via Inverse Conditional Permutation.
CoRR
Yuheng Lai, Leying Guan
2024 J jnl
Smooth and Probabilistic PARAFAC Model with Auxiliary Covariates.
J. Comput. Graph. Stat.
Leying Guan
2023 J jnl
Conformalized semi-supervised random forest for classification and abnormality detection.
CoRR
Yujin Han, Mingwenchan Xu, Leying Guan
2023 J jnl
GAN-based federated learning for label protection in binary classification.
CoRR
Yujin Han, Leying Guan
2017 J jnl
Scalable multi-sample single-cell data analysis by Partition-Assisted Clustering and Multiple Alignments of Networks.
PLoS Comput. Biol.
Ye Henry Li, Dangna Li, Nikolay Samusik, Xiaowei Wang, Leying Guan, Garry P. Nolan, Wing Hung Wong
2014 J jnl
Exon expression QTL (eeQTL) analysis highlights distant genomic variations associated with splicing regulation.
Quant. Biol.
Leying Guan, Qian Yang, Mengting Gu, Liang Chen, Xuegong Zhang