Publications

2025

  1. Bioinformatics
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    Funmap: integrating high-dimensional functional annotations to improve fine-mapping
    Yuekai Li, Jiashun Xiao, Jingsi Ming, Yicheng Zeng, and Mingxuan Cai
    Bioinformatics, 2025
  2. AJHG
    A unified framework for cell-type-specific eQTLs prioritization by integrating bulk and scRNA-seq data
    Xinyi Yu, Xianghong Hu, Xiaomeng Wan, Zhiyong Zhang, Xiang Wan, Mingxuan Cai, Tianwei Yu, and Jiashun Xiao
    The American Journal of Human Genetics, 2025

2024

  1. AJHG
    Benchmarking Mendelian Randomization methods for causal inference using genome-wide association study summary statistics
    Xianghong Hu, Mingxuan Cai, Jiashun Xiao, Xiaomeng Wan, Zhiwei Wang, Hongyu Zhao, and Can Yang
    The American Journal of Human Genetics, 2024
  2. JCGS
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    MFAI: A scalable Bayesian matrix factorization approach to leveraging auxiliary information
    Zhiwei Wang, Fa Zhang, Cong Zheng, Xianghong Hu, Mingxuan Cai, and Can Yang
    Journal of Computational and Graphical Statistics, 2024

2023

  1. Nat Commun
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    XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias
    Mingxuan Cai, Zhiwei Wang, Jiashun Xiao, Xianghong Hu, Gang Chen, and Can Yang
    Nature Communications, 2023
  2. Nat Commun
    Integrating spatial and single-cell transcriptomics data using deep generative models with SpatialScope
    Xiaomeng Wan, Jiashun Xiao, Sindy Sing-Ting Tam, Mingxuan Cai, Ryohichi Sugimura, Yang Wang, Xiang Wan, Angela Ruohao Lin, and Can Yang
    Nature Communications, 2023
  3. Bioinformatics
    PALM: A Powerful and Adaptive Latent Model for Prioritizing Risk Variants with Functional Annotations
    Xinyi Yu, Jiashun Xiao, Mingxuan Cai, Yuling Jiao, Xiang Wan, Jin Liu, and Can Yang
    Bioinformatics, 2023

2022

  1. AJHG
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    Leveraging the local genetic structure for trans-ancestry association mapping
    Jiashun Xiao, Mingxuan Cai, Xinyi Yu, Xianghong Hu, Xiang Wan, Gang Chen, and Can Yang
    The American Journal of Human Genetics, 2022
  2. Bioinformatics
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    XPXP: Improving polygenic prediction by cross-population and cross-phenotype analysis
    Jiashun Xiao, Mingxuan Cai, Xianghong Hu, Xiang Wan, Gang Chen, and Can Yang
    Bioinformatics, Jan 2022

2021

  1. AJHG
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    A unified framework for cross-population trait prediction by leveraging the genetic correlation of polygenic traits
    Mingxuan Cai, Jiashun Xiao, Shunkang Zhang, Xiang Wan, Hongyu Zhao, Gang Chen, and Can Yang
    The American Journal of Human Genetics, Jan 2021

2020

  1. NARGAB
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    IGREX for quantifying the impact of genetically regulated expression on phenotypes
    Mingxuan Cai, Lin S Chen, Jin Liu, and Can Yang
    NAR genomics and bioinformatics, Jan 2020
  2. JCGS
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    BIVAS: a scalable Bayesian method for bi-level variable selection with applications
    Mingxuan Cai, Mingwei Dai, Jingsi Ming, Heng Peng, Jin Liu, and Can Yang
    Journal of Computational and Graphical Statistics, Jan 2020

2018

  1. Bioinformatics
    LSMM: a statistical approach to integrating functional annotations with genome-wide association studies
    Jingsi Ming, Mingwei Dai, Mingxuan Cai, Xiang Wan, Jin Liu, and Can Yang
    Bioinformatics, Jan 2018

2017

  1. Bioinformatics
    IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies
    Mingwei Dai, Jingsi Ming, Mingxuan Cai, Jin Liu, Can Yang, Xiang Wan, and Zongben Xu
    Bioinformatics, Jan 2017