Hongyu Li

Dec 10, 2024 | biorxiv.org | Tianyu Liu |Yuge Wang |Hongyu Li |Hongyu Zhao

AbstractFoundation Models (FMs) have made significant strides in both industrial and scientific domains. In this paper, we evaluate the performance of FMs for single-cell sequencing data analysis through comprehensive experiments across eight downstream tasks pertinent to single-cell data.

Nov 21, 2024 | mdpi.com | Hongyu Li |Huijie Cao |Jiayi Xu |Wenxin Li

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Nov 4, 2024 | mdpi.com | Hongyu Li

1. Introduction x 4 t + α 1 x ″ t − α 2 x t = g t , x t , t ∈ [ 0 , 1 ] , x 0 = x 1 = 0 , x ″ 0 = x ″ 1 = 0 , (1) where In this paper, we discuss fourth-order differential equations with two-point boundary conditions: g : [ 0 , 1 ] × ( − ∞ , + ∞ ) → ( − ∞ , + ∞ ) is a continuous function, and α 1 , α 2 ∈ R satisfy α 1 < 2 π 2 , α 2 ≥ − α 1 2 / 4 , α 2 / π 4 + α 1 / π 2 < 1 .

Aug 27, 2024 | biorxiv.org | Tianyu Liu |Yuge Wang |Hongyu Li |Hongyu Zhao

AbstractFoundation Models (FMs) have made significant strides in both industrial and scientific domains. In this paper, we evaluate the performance of FMs for single-cell sequencing data analysis through comprehensive experiments across eight downstream tasks pertinent to single-cell data.

Jul 8, 2024 | mdpi.com | Jie Min |Xiaohuang Liu |Hongyu Li |Ran Wang

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.