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Author

Zi-Xuan Wang

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Preprint Sep 2026

Spectral divide-and-conquer MCMC for long stationary time series

The temporal dependence inherent in time series models poses a fundamental challenge for distributed Bayesian inference, as it precludes embarrassingly parallel algorithms based on naive independence assumptions in the time domain. We propose a frequency-domain framework for scalable Bayesian inference in stationary ti...

Zi-Xuan Wang, M. Quiroz, Feng Li et al. · 0 citations
Review Open access Aug 2026

Deep Learning for Deciphering the Plant Cis-Regulatory Code

This review compares convolutional, Transformer-based and graph architectures used to represent local sequence features, chromatin state and three-dimensional genome organisation to their applications to transcription-factor binding, chromatin accessibility, gene expression, non-coding variant prioritisation and regula...

Zhi-Meng Zhao, Si-Xuan Huang, Shi-Long Zhang et al. · 0 citations

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