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检索条件"机构=Laboratory for Parallel and Distributed Processing"
1112 条 记 录,以下是31-40 订阅
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High-performance Network Traffic Classification Based on Graph Neural Network  6
High-performance Network Traffic Classification Based on Gra...
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6th IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2023
作者: Pang, Bo Fu, Yongquan Ren, Siyuan Jia, Yan Harbin Institute of Technology College of Computer Science and Technology Shenzhen China National University of Defense Technology National Key Laboratory for Parallel and Distributed Processing College of Computer Changsha China Peng Cheng Laboratory Shen Zhen China
Network traffic classification is crucial for network security and network management and is one of the most important network tasks. Current state-of-the-art traffic classifiers are based on deep learning models to a... 详细信息
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Optimizing Depthwise Convolutions on ARMv8 Architecture  23rd
Optimizing Depthwise Convolutions on ARMv8 Architecture
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23rd International Conference on parallel and distributed Computing, Applications, and Technologies, PDCAT 2022
作者: Hao, Ruochen Wang, Qinglin Yin, Shangfei Zhou, Tianyang Zhang, Qingyang Mei, Songzhu Shen, Siqi Liu, Jie Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China College of Computer National University of Defense Technology Changsha410073 China Xiamen University Xiamen China
Depthwise convolutions are widely used in lightweight convolutional neural networks (CNNs). The performance of depthwise convolutions is mainly bounded by the memory access rather than the arithmetic operations for cl... 详细信息
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A neuro-genetic approach for inferring gene regulatory networks from gene expression data  22
A neuro-genetic approach for inferring gene regulatory netwo...
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Proceedings of the 9th International Conference on Bioinformatics Research and Applications
作者: Guo Mao Zhengbin Pang Jie Liu Ke Zuo Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology China
Accurate prediction of gene regulation rules is important for understanding complex life processes. Existing computational algorithms designed for bulk transcriptome datasets typically require a large number of time p... 详细信息
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MeshONet: A Generalizable and Efficient Operator Learning Method for Structured Mesh Generation
arXiv
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arXiv 2025年
作者: Xiao, Jing Chen, Xinhai Peng, Jiaming Wang, Qingling Liu, Jie Laboratory of Digitizing Software for Frontier Equipment Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China
Mesh generation plays a crucial role in scientific computing. Traditional mesh generation methods, such as TFI and PDE-based methods, often struggle to achieve a balance between efficiency and mesh quality. To address... 详细信息
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Adaptive Self-Supervised Continual Learning  26
Adaptive Self-Supervised Continual Learning
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26th European Conference on Artificial Intelligence, ECAI 2023
作者: Wu, Lilei Wang, Zhen Liu, Jie Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology Changsha410073 China Tsinghua University Beijing100084 China
Continual Learning (CL) studies the problem of developing a robust model that can learn new tasks while retaining previously learned knowledge. However, the current CL methods exclusively focus on data with annotation...
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Mixed Weighted Classification Loss Function and TFcaNet Attention Mechanism for Remote Sensing Images Object Detection  6
Mixed Weighted Classification Loss Function and TFcaNet Atte...
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2021 6th International Conference on Information Science, Computer Technology and Transportation, ISCTT 2021
作者: Wang, Junhua Jiang, Jingfei Xu, Jinwei Gu, Qinyi National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China Department of Image Technology No.95806 Troop Beijing China
With the development of intelligent technology, the intelligent processing of remote sensing images has become a research hotspot and the object detection for remote sensing images is becoming more and more extensive.... 详细信息
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A Heterogeneous KBA parallel Algorithm for the Cartesian Discrete Ordinates for Multizone Heterogeneous System
A Heterogeneous KBA Parallel Algorithm for the Cartesian Dis...
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International Conference on Computers, Communications, and Systems (ICCCS)
作者: Runhua Li Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China
Innovations in powerful high-performance computing (HPC) architecture are enabling high-fidelity whole-core neutron transport simulations at reasonable time. Especially, the currently fashionable heterogeneous archite...
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DPSS: Dynamic Parameter Selection for Outlier Detection on Data Streams
DPSS: Dynamic Parameter Selection for Outlier Detection on D...
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International Conference on parallel and distributed Systems (ICPADS)
作者: Ruyi Zhang Yijie Wang Haifang Zhou Bin Li Hongzuo Xu Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology
Outlier detection on data streams identifies unusual states to sense and alarm potential risks and faults of the target systems in both the cyber and physical world. As different parameter settings of machine learning... 详细信息
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3DMeshNet: A Three-Dimensional Differential Neural Network for Structured Mesh Generation
arXiv
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arXiv 2024年
作者: Peng, Jiaming Chen, Xinhai Liu, Jie Laboratory of Digitizing Software for Frontier Equipment Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China
Mesh generation is a crucial step in numerical simulations, significantly impacting simulation accuracy and efficiency. However, generating meshes remains time-consuming and requires expensive computational resources.... 详细信息
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Jammer Localization for Wireless Sensor Networks
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Chinese Journal of Electronics 2023年 第4期20卷 735-738页
作者: SUN Yanqiang WANG Xiaodong ZHOU Xingming National Key Laboratory for Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China
Jamming attack can severely affect the performance of Wireless sensor networks (WSNs) due to the broadcast nature of wireless medium. In order to localize the source of the attacker, we in this paper propose a jammer ... 详细信息
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