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Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference

Autor: Xu, Xiangrui, Zhang, Qiao, Ning, Rui, Xin, Chunsheng, Wu, Hongyi

The prevalent use of Transformer-like models, exemplified by ChatGPT in modern language processing applications, underscores the critical need for enabling private inference essential for many cloud-based services reliant on such models. However, cur

Externí odkaz: http://arxiv.org/abs/2405.17485

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Akademický článek

High wall shear stress-dependent podosome formation in a novel murine model of intracranial aneurysm

Autor: Jiayi Lu, Mengjun Dai, Yuanqing Yan, Louise D. McCullough, Yan-Ning Rui, Zhen Xu

Publikováno v: Frontiers in Stroke, Vol 3 (2024)

High wall shear stress (HWSS) contributes to intracranial aneurysm (IA) development. However, the underlying molecular mechanisms remain unclear, in part due to the lack of robust animal models that develop IAs in a HWSS-dependent manner. The current

Externí odkaz: https://doaj.org/article/16a5b449d5394c38aa2094a503b7a917

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Akademický článek

Effect of probiotics and paraprobiotics on patients with sleep disorders and sub-healthy sleep conditions: a meta-analysis of randomized controlled trials

Autor: Bei Yu, Ke-Yi Wang, Ning-Rui Wang, Lu Zhang, Jian-Ping Zhang

Publikováno v: Frontiers in Neurology, Vol 15 (2024)

BackgroundThe microbial-gut-brain axis has received much attention in recent years, and regulating intestinal flora can effectively improve sleep disorders, which hints the potential effects of probiotics on sleep disorders, but lack of research evid

Externí odkaz: https://doaj.org/article/d2bf5b6f6c0947c88fc9ae10de35b5a1

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