Xinyu Chen

Oct 2, 2024 | mdpi.com | Xinyu Chen |Xiao Luo |Zeyu Xie |Defang Zhao

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Sep 19, 2024 | medium.com | Xinyu Chen

Convolution is a powerful operation in many classical deep learning frameworks, such as convolutional neural networks (CNNs). In the context of discrete sequences (typically vectors), circular convolution refers to the convolution of two discrete sequences of data, and it plays an important role in maximizing the efficiency of certain common filtering operations (see circular convolution on Wikipedia).

Sep 17, 2024 | mdpi.com | Lin Zhu |Li Wu |Xiran Xu |Xinyu Chen

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.

Sep 13, 2024 | nature.com | Xinyu Chen

AbstractInterleukin-6 (IL-6) plays a crucial role in the pathogenesis of cardiovascular disease (CVD), and IL-6 receptor (IL-6R) blockade has emerged as a promising therapeutic option. However, their specific therapeutic effects in different types of CVDs remain unclear. This study aimed to assess the efficacy of IL-6R blockade in the management of various CVDs, including hypertension (HTN), coronary heart disease (CHD), myocardial infarction (MI), atrial fibrillation (AF), and heart failure (HF).

Aug 25, 2024 | medium.com | Xinyu Chen

In this post, we intend to explain the essential ideas of our latent research work:• Xinyu Chen, Zhanhong Cheng, HanQin Cai, Nicolas Saunier, Lijun Sun (2024). Laplacian convolutional representation for traffic time series imputation. IEEE Transactions on Knowledge and Data Engineering. Early Access.