Zobrazeno 1 - 10
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pro vyhledávání: '"Huan, Jun"'
Autor:
Park, Youngsuk, Budhathoki, Kailash, Chen, Liangfu, Kübler, Jonas, Huang, Jiaji, Kleindessner, Matthäus, Huan, Jun, Cevher, Volkan, Wang, Yida, Karypis, George
Powerful foundation models, including large language models (LLMs), with Transformer architectures have ushered in a new era of Generative AI across various industries. Industry and research community have witnessed a large number of new applications
Externí odkaz:
http://arxiv.org/abs/2407.09111
Autor:
Fan, Haozheng, Zhou, Hao, Huang, Guangtai, Raman, Parameswaran, Fu, Xinwei, Gupta, Gaurav, Ram, Dhananjay, Wang, Yida, Huan, Jun
Getting large language models (LLMs) to perform well on the downstream tasks requires pre-training over trillions of tokens. This typically demands a large number of powerful computational devices in addition to a stable distributed training framewor
Externí odkaz:
http://arxiv.org/abs/2404.10630
Random Walk is a basic algorithm to explore the structure of networks, which can be used in many tasks, such as local community detection and network embedding. Existing random walk methods are based on single networks that contain limited informatio
Externí odkaz:
http://arxiv.org/abs/2307.01637
While deep learning succeeds in a wide range of tasks, it highly depends on the massive collection of annotated data which is expensive and time-consuming. To lower the cost of data annotation, active learning has been proposed to interactively query
Externí odkaz:
http://arxiv.org/abs/2212.10613
This work studies the threats of adversarial attack on multivariate probabilistic forecasting models and viable defense mechanisms. Our studies discover a new attack pattern that negatively impact the forecasting of a target time series via making st
Externí odkaz:
http://arxiv.org/abs/2207.09572
Publikováno v:
In Soil & Tillage Research February 2025 246
Publikováno v:
BMC Geriatrics, Vol 23, Iss 1, Pp 1-11 (2023)
Abstract Purpose Older individuals are priority coronavirus disease 2019 (COVID-19) vaccine recipients. Our aim was to investigate the prevalence of and factors influencing vaccine hesitancy in older individuals living in nursing homes and communitie
Externí odkaz:
https://doaj.org/article/873058c986d54102ac0879f970d93b6a
Potential of Neuroinflammation-Modulating Strategies in Tuberculous Meningitis: Targeting Microglia.
Publikováno v:
Aging & Disease. Jun2024, Vol. 15 Issue 3, p1255-1276. 22p.
Autor:
Yu, Xin, Yang, Xin-Xin, Huan, Jun, Tong, Jia, Qiao, Yuhui, Xing, Juan-Juan, Zhang, Zhi-Jun, Zhao, Jing-Tai
Publikováno v:
In Chemical Engineering Journal 1 July 2024 491
Autor:
Huan, Jun, Tong, Jia, Yu, Xin, Cheng, Jia-Hui, Zhang, Zhi-Jun, Zhao, Jing-Tai, Xing, Juan-Juan, Yang, Xin-Xin
Publikováno v:
In Materials Research Bulletin June 2024 174