Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Li, Peiyao"'
Inverse molecular design is critical in material science and drug discovery, where the generated molecules should satisfy certain desirable properties. In this paper, we propose equivariant energy-guided stochastic differential equations (EEGSDE), a
Externí odkaz:
http://arxiv.org/abs/2209.15408
In the question answering(QA) task, multi-hop reasoning framework has been extensively studied in recent years to perform more efficient and interpretable answer reasoning on the Knowledge Graph(KG). However, multi-hop reasoning is inapplicable for a
Externí odkaz:
http://arxiv.org/abs/2108.08297
Autor:
Jin, Yutong, Li, Jie, Wang, Xinyu, Li, Peiyao, Guo, Jinjiang, Wu, Junfeng, Leng, Dawei, Pan, Lurong
The novel coronavirus (SARS-CoV-2) which causes COVID-19 is an ongoing pandemic. There are ongoing studies with up to hundreds of publications uploaded to databases daily. We are exploring the use-case of artificial intelligence and natural language
Externí odkaz:
http://arxiv.org/abs/2102.07640
Autor:
Yu, Yunkai, You, Yuyang, Yang, Zhihong, Liu, Guozheng, Li, Peiyao, Yang, Zhicheng, Shan, Wenjing
Useful information (UI) is an elusive concept in neural networks. A quantitative measurement of UI is absent, despite the variations of UI can be recognized by prior knowledge. The communication bandwidth of feature maps decreases after downscaling o
Externí odkaz:
http://arxiv.org/abs/2102.00369
Autor:
Liu, Xiaoli, Hu, Pan, Mao, Zhi, Kuo, Po-Chih, Li, Peiyao, Liu, Chao, Hu, Jie, Li, Deyu, Cao, Desen, Mark, Roger G., Celi, Leo Anthony, Zhang, Zhengbo, Zhou, Feihu
Background: Elderly patients with MODS have high risk of death and poor prognosis. The performance of current scoring systems assessing the severity of MODS and its mortality remains unsatisfactory. This study aims to develop an interpretable and gen
Externí odkaz:
http://arxiv.org/abs/2001.10977
Autor:
Zhang, Yuezhou, Yang, Zhicheng, Lan, Ke, Liu, Xiaoli, Zhang, Zhengbo, Li, Peiyao, Cao, Desen, Zheng, Jiewen, Pan, Jianli
Understanding the sleep quality and architecture is essential to human being's health, which is usually represented using multiple sleep stages. A standard sleep stage determination requires Electroencephalography (EEG) signals during the expensive a
Externí odkaz:
http://arxiv.org/abs/1909.11141
Publikováno v:
NBER Working Papers; Aug2023, Issue 31519-31610, p1-69, 70p