Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. Nature Methods
    Causal identification of single-cell experimental perturbation effects with CINEMA-OT
    Mingze Dong, Bao Wang, Jessica Wei, and 8 more authors
    Nature Methods, 2023
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  2. Ongoing work
    Deep identifiable modeling of single-cell atlases enables zero-shot query of cellular states
    Mingze Dong, and Yuval Kluger
    bioRxiv, 2023
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  3. Ongoing work
    SIMVI reveals intrinsic and spatial-induced states in spatial omics data
    Mingze Dong, Harriet Kluger, Rong Fan, and 1 more author
    bioRxiv, 2023
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  4. ICML
    Towards Understanding and Reducing Graph Structural Noise for GNNs
    Mingze Dong, and Yuval Kluger
    Proceedings of the 40th International Conference on Machine Learning, 2023
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  5. Nature
    Spatial epigenome–transcriptome co-profiling of mammalian tissues
    Di Zhang, Yanxiang Deng, Petra Kukanja, and 8 more authors
    Nature, 2023
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2022

  1. ICLR
    GEASS: Neural causal feature selection for high-dimensional biological data
    Mingze Dong, and Yuval Kluger
    The Eleventh International Conference on Learning Representations (Spotlight), 2022
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