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作品数:1504被引量:2431H指数:20
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相关领域:自动化与计算机技术更多>>
相关作者:周晓燕赵军王国胤周艳刘红波更多>>
相关机构:北京邮电大学东南大学华为技术有限公司苏州外国语学校更多>>
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相关基金:国家自然科学基金国家重点基础研究发展计划中国博士后科学基金北京市自然科学基金更多>>
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Joint Extraction of Uygur Medicine Knowledge with Edge Computing
《Tsinghua Science and Technology》2025年第2期782-795,共14页Fan Lu Quan Qi Huaibin Qin 
Edge computing,a novel paradigm for performing computations at the network edge,holds significant relevance in the healthcare domain for extracting medical knowledge from traditional Uygur medical texts.Medical knowle...
关键词:BERT pre-training joint extraction edge computing 
Betweenness Approximation for Edge Computing with Hypergraph Neural Networks
《Tsinghua Science and Technology》2025年第1期331-344,共14页Yaguang Guo Wenxin Xie Qingren Wang Dengcheng Yan Yiwen Zhang 
supported by the Anhui Province University Collaborative Innovation Project(No.GXXT-2022-091);the National Natural Science Foundation of China(No.62006003);the Natural Science Foundation of Anhui Province(No.2208085QF197);the Key Project of Nature Science Research for Universities of Anhui Province of China(Nos.2022AH040019 and 2022AH05008637);the Hefei Key Common Technology Project(No.GJ2022GX15).
Recent years have seen growing demand for the use of edge computing to achieve the full potential of the Internet of Things(IoTs),given that various IoT systems have been generating big data to facilitate modern laten...
关键词:hypernetwork dismantling Graph Neural Network(GNN) betweenness approximation edge computing 
Diffusion Models for Medical Image Computing:A Survey
《Tsinghua Science and Technology》2025年第1期357-383,共27页Yaqing Shi Abudukelimu Abulizi Hao Wang Ke Feng Nihemaiti Abudukelimu Youli Su Halidanmu Abudukelimu 
supported by the National Natural Science Foundation of China(Nos.62366050,61966033,and 61866035)。
Diffusion models are a type of generative deep learning model that can process medical images more efficiently than traditional generative models.They have been applied to several medical image computing tasks.This pa...
关键词:diffusion models generative models medical image large model 
A Review of Privacy and Security of Edge Computing in Smart Healthcare Systems: Issues, Challenges, and Research Directions被引量:2
《Tsinghua Science and Technology》2024年第4期1152-1180,共29页Ahmad Alzu’bi Ala’a Alomar Shahed Alkhaza’leh Abdelrahman Abuarqoub Mohammad Hammoudeh 
The healthcare industry is rapidly adapting to new computing environments and technologies. With academics increasingly committed to developing and enhancing healthcare solutions that combine the Internet of Things (I...
关键词:edge computing fog computing data privacy healthcare systems intelligent edges 
Univariate Time Series Anomaly Detection Based on Hierarchical Attention Network
《Tsinghua Science and Technology》2024年第4期1181-1193,共13页Zexi Chen Dongqiang Jia Yushu Sun Lin Yang Wenjie Jin Ruoxi Liu 
supported by the Science and Technology Project named“Research on Risk Perception and Defense System for Medium and Low Voltage Distribution System Operation Based on Data Mining”of State Grid Beijing Electric Power Company(No.520202220002).
In order to support the perception and defense of the operation risk of the medium and low voltage distribution system, it is crucial to conduct data mining on the time series generated by the system to learn anomalou...
关键词:edge computing anomaly detection univariate time series self-attention 
DeepSI:A Sensitive-Driven Testing Samples Generation Method of Whitebox CNN Model for Edge Computing
《Tsinghua Science and Technology》2024年第3期784-794,共11页Zhichao Lian Fengjun Tian 
supported by the National Key R&DProgram of China(No.2021YFF0602104-2)。
In recent years,Deep Learning(DL)technique has been widely used in Internet of Things(IoT)and Industrial Internet of Things(IIoT)for edge computing,and achieved good performances.But more and more studies have shown t...
关键词:neuron sensitivity Layer-wise Relevance Propagation(LRP) neural network verification deeplearning testing 
Edge-Enabled Metaverse:The Convergence of Metaverseand Mobile Edge Computing
《Tsinghua Science and Technology》2024年第3期795-805,共11页Nyothiri Aung Sahraoui Dhelim Liming Chen Huansheng Ning Luigi Atzori Tahar Kechadi 
supported by the Insight Centre for DataAnalytics funded by Science Foundation Ireland(No.12/RC/2289 P2);in part by the National NaturalScience Foundation of China(No.61872038).
Metaverse is a virtual environment where users are represented by their avatars to navigate a virtual world having strong links with its physical counterpart.The state-of-the-art Metaverse architectures rely on a clou...
关键词:industrial Metaverse edge computing Blockchain virtual environment task offloading fog computing 
Improved Double Deep Q Network-Based Task Scheduling Algorithm in Edge Computing for Makespan Optimization被引量:1
《Tsinghua Science and Technology》2024年第3期806-817,共12页Lei Zeng Qi Liu Shigen Shen Xiaodong Liu 
supported by the National Key Research and Development Program of China(No.2021YFE0116900);National Natural Science Foundation of China(Nos.42275157,62002276,and 41975142);Major Program of the National Social Science Fund of China(No.17ZDA092).
Edge computing nodes undertake an increasing number of tasks with the rise of business density.Therefore,how to efficiently allocate large-scale and dynamic workloads to edge computing resources has become a critical ...
关键词:edge computing task scheduling reinforcement learning MAKESPAN Double Deep Q Network(DQN) 
A Survey of Edge Caching:Key Issues and Challenges
《Tsinghua Science and Technology》2024年第3期818-842,共25页Hanwen Li Mingtao Sun Fan Xia Xiaolong Xu Muhammad Bilal 
supported by the National Natural Science Foundation of China(No.92267104);the Natural Science Foundation of Jiangsu Province of China(No.BK20211284);Financial and Science Technology Plan Project of Xinjiang Production and Construction Corps(No.2020DB005).
With the rapid development of mobile communication technology and intelligent applications,the quantity of mobile devices and data traffic in networks have been growing exponentially,which poses a great burden to netw...
关键词:edge caching edge computing caching location caching object caching strategy 5G networkarchitecture Internet of Things(IoT) 
Modeling Long- and Short-Term Service Recommendations with a Deep Multi-Interest Network for Edge Computing
《Tsinghua Science and Technology》2024年第1期86-98,共13页Rui Yuan Shunmei Meng Ruihan Dou Xinna Wang 
This paper was partially supported by the Open Research Project of the State Key Laboratory of Novel Software Technology(Nanjing University)(No.KFKT2022B28);National Key R&D Program of China(No.2020YFB1804604);the National Natural Science Foundation of China(Nos.61702264,62076130,and 61872219);the 2020 Industrial Internet Innovation and Development Project from Ministry of Industry and Information Technology of China,the Fundamental Research Fund for the Central Universities(Nos.30918012204,30920041112,and 30919011282);the Postdoctoral Science Foundation of China(No.2019M651835).
Edge computing platforms enable application developers and content providers to provide context-aware services(such as service recommendations)using real-time wireless access network information.How to recommend the m...
关键词:recommender system logarithmic network nonlocal network 
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