Wanwei Liu — accepted AI-conference papers

2025

SAINT: Sequence-Aware Integration for Spatial Transcriptomics Multi-View Clustering

Zeyu Zhu, KE LIANG, Lingyuan Meng, Meng Liu, Suyuan Liu, Renxiang Guan +3

NeurIPS 2025poster

Spatial transcriptomics (ST) technologies provide gene expression measurements with spatial resolution, enabling the dissection of tissue structure and function. A fundamental challenge in ST analysis is clustering spatial spots into coherent functional regions. While existing models effectively int…

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2023

On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions

Yufeng Zhang, Jialu Pan, Kenli Li, Wanwei Liu, Zhenbang Chen, Xinwang Liu +1

NeurIPS 2023poster

Kullback-Leibler (KL) divergence is one of the most important measures to calculate the difference between probability distributions. In this paper, we theoretically study several properties of KL divergence between multivariate Gaussian distributions. Firstly, for any two $n$-dimensional Gaussian d…

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