Zobrazeno 1 - 10
of 590
pro vyhledávání: '"Zeng, Xiaodong"'
End users face a choice between privacy and efficiency in current Large Language Model (LLM) service paradigms. In cloud-based paradigms, users are forced to compromise data locality for generation quality and processing speed. Conversely, edge devic
Externí odkaz:
http://arxiv.org/abs/2311.14030
LoRA achieves remarkable resource efficiency and comparable performance when adapting LLMs for specific tasks. Since ChatGPT demonstrated superior performance on various tasks, there has been a growing desire to adapt one model for all tasks. However
Externí odkaz:
http://arxiv.org/abs/2311.11501
Autor:
Zhou, You, Lin, Xiujing, Zhang, Xiang, Wang, Maolin, Jiang, Gangwei, Lu, Huakang, Wu, Yupeng, Zhang, Kai, Yang, Zhe, Wang, Kehang, Sui, Yongduo, Jia, Fengwei, Tang, Zuoli, Zhao, Yao, Zhang, Hongxuan, Yang, Tiannuo, Chen, Weibo, Mao, Yunong, Li, Yi, Bao, De, Li, Yu, Liao, Hongrui, Liu, Ting, Liu, Jingwen, Guo, Jinchi, Zhao, Xiangyu, WEI, Ying, Qian, Hong, Liu, Qi, Wang, Xiang, Kin, Wai, Chan, Li, Chenliang, Li, Yusen, Yang, Shiyu, Yan, Jining, Mou, Chao, Han, Shuai, Jin, Wuxia, Zhang, Guannan, Zeng, Xiaodong
Artificial Intelligence (AI) has achieved significant advancements in technology and research with the development over several decades, and is widely used in many areas including computing vision, natural language processing, time-series analysis, s
Externí odkaz:
http://arxiv.org/abs/2311.00447
Autor:
Cai, Tianchi, Jiang, Jiyan, Zhang, Wenpeng, Zhou, Shiji, Song, Xierui, Yu, Li, Gu, Lihong, Zeng, Xiaodong, Gu, Jinjie, Zhang, Guannan
We study the budget allocation problem in online marketing campaigns that utilize previously collected offline data. We first discuss the long-term effect of optimizing marketing budget allocation decisions in the offline setting. To overcome the cha
Externí odkaz:
http://arxiv.org/abs/2309.02669
Publikováno v:
Journal of Cardiothoracic Surgery, Vol 19, Iss 1, Pp 1-6 (2024)
Abstract Background The outcome of heart transplantation is significantly affected by perioperative infections. Individualised immunosuppression strategies are essential to reduce the risk of such infections. Case presentation We report the successfu
Externí odkaz:
https://doaj.org/article/b0f1d298987d448a991489c5f188f4c9
Autor:
Chen, Xuanying, Liu, Zhining, Yu, Li, Li, Sen, Gu, Lihong, Zeng, Xiaodong, Tan, Yize, Gu, Jinjie
Many payment platforms hold large-scale marketing campaigns, which allocate incentives to encourage users to pay through their applications. To maximize the return on investment, incentive allocations are commonly solved in a two-stage procedure. Aft
Externí odkaz:
http://arxiv.org/abs/2112.15434
Photonic crystals based on graphene plasmons (GPs) are highly tunable and can accurately control photonic transmission at the nanoscales. In this work, the transfer matrix method (TMM) is introduced to study graphene plasmonic crystal (GPC) with peri
Externí odkaz:
http://arxiv.org/abs/2109.12569
Although well-established in general reinforcement learning (RL), value-based methods are rarely explored in constrained RL (CRL) for their incapability of finding policies that can randomize among multiple actions. To apply value-based methods to CR
Externí odkaz:
http://arxiv.org/abs/2108.12916
Autor:
Zhu, Jiawen, Zeng, Xiaodong
Publikováno v:
In Atmospheric and Oceanic Science Letters March 2024 17(2)
Autor:
Cai, Tianchi, Cheng, Daxi, Liang, Chen, Liu, Ziqi, Gu, Lihong, Xie, Huizhi, Zhang, Zhiqiang, Zeng, Xiaodong, Gu, Jinjie
Publikováno v:
DASFAA 2021
A lot of online marketing campaigns aim to promote user interaction. The average treatment effect (ATE) of campaign strategies need to be monitored throughout the campaign. A/B testing is usually conducted for such needs, whereas the existence of use
Externí odkaz:
http://arxiv.org/abs/2102.01902