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检索条件"机构=The Science and Technology on Parallel and Distributed Laboratory"
535 条 记 录,以下是1-10 订阅
排序:
Isolate Sets Based parallel Louvain Method for Community Detection
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Journal of Computer science & technology 2023年 第2期38卷 373-390页
作者: 郄航 窦勇 黄震 熊运生 Science and Technology on Parallel and Distributed Laboratory School of Computer National University of Defense TechnologyChangsha 410073China
Community detection is a vital task in many fields,such as social networks and financial analysis,to name a *** Louvain method,the main workhorse of community detection,is a popular heuristic *** apply it to large-sca... 详细信息
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An intelligent mesh-smoothing method with graph neural networks
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Frontiers of Information technology & Electronic Engineering 2025年 第3期26卷 367-384页
作者: Zhichao WANG Xinhai CHEN Junjun YAN Jie LIU Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangsha 410073China Laboratory of Digitizing Software for Frontier Equipment National University of Defense TechnologyChangsha 410073China
In computational fluid dynamics(CFD),mesh-smoothing methods are widely used to refine the mesh quality for achieving high-precision numerical ***,optimization-based smoothing is used for high-quality mesh smoothing,bu... 详细信息
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FMCC-RT: a scalable and fine-grained all-reduce algorithm for large-scale SMP clusters
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science China(Information sciences) 2025年 第5期68卷 362-379页
作者: Jintao PENG Jie LIU Jianbin FANG Min XIE Yi DAI Zhiquan LAI Bo YANG Chunye GONG Xinjun MAO Guo MAO Jie REN School of Computer Science and Technology National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology National Supercomputer Center in Tianjin School of Computer Science Shaanxi Normal University
All-reduce is a widely used communication technique for distributed and parallel applications typically implemented using either a tree-based or ring-based scheme. Each of these approaches has its own limitations: tre... 详细信息
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Optimizing Fine-Tuning in Quantized Language Models:An In-Depth Analysis of Key Variables
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Computers, Materials & Continua 2025年 第1期82卷 307-325页
作者: Ao Shen Zhiquan Lai Dongsheng Li Xiaoyu Hu National Key Laboratory of Parallel and Distributed Computing National University of Defense TechnologyChangsha410073China Strategic Assessments and Consultation Institute Academy of Military ScienceBeijing100091China
Large-scale Language Models(LLMs)have achieved significant breakthroughs in Natural Language Processing(NLP),driven by the pre-training and fine-tuning *** this approach allows models to specialize in specific tasks w... 详细信息
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A Heterogeneous KBA parallel Algorithm for the Cartesian Discrete Ordinates for Multizone Heterogeneous System  8
A Heterogeneous KBA Parallel Algorithm for the Cartesian Dis...
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8th International Conference on Computer and Communication Systems, ICCCS 2023
作者: Li, Runhua Liu, Jie National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory 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... 详细信息
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SMVAR: A Novel RNN Accelerator Based on Non-blocking Data Distribution Structure  25
SMVAR: A Novel RNN Accelerator Based on Non-blocking Data Di...
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25th IEEE International Conferences on High Performance Computing and Communications, 9th International Conference on Data science and Systems, 21st IEEE International Conference on Smart City and 9th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC/DSS/SmartCity/DependSys 2023
作者: Xu, Jinwei Jiang, Jingfei Xu, Shiyao Gao, Lei National University of Defense Technology Science and Technology on Parallel and Distributed Laboratory Hunan Changsha China
Recurrent neural networks (RNNs) have become common models in the field of artificial intelligence to process temporal sequence task, such as speech recognition, text analysis, natural language processing, etc. To spe... 详细信息
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Serialization/Deserialization-free State Transfer in Serverless Workflows  24
Serialization/Deserialization-free State Transfer in Serverl...
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19th European Conference on Computer Systems, EuroSys 2024
作者: Lu, Fangming Wei, Xingda Huang, Zhuobin Chen, Rong Wu, Minyu Chen, Haibo Institute of Parallel and Distributed Systems Seiee Shanghai Jiao Tong University China Shanghai Artificial Intelligence Laboratory China University of Electronic Science and Technology of China China Institute of Parallel and Distributed Systems Germany
Serialization and deserialization play a dominant role in the state transfer time of serverless workflows, leading to substantial performance penalties during workflow execution. We identify the key reason as a lack o...
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AFMA-Track: Adaptive Fusion of Motion and Appearance for Robust Multi-object Tracking  27th
AFMA-Track: Adaptive Fusion of Motion and Appearance for ...
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Liao, Wei Luo, Lei Zhang, Chunyuan College of Computer Science and Technology National University of Defence Technology Changsha China Science and Technology on Parallel and Distributed Processing Laboratory College of Computer Science and Technology National University of Defense Technology Changsha China
Motion and appearance cues play a crucial role in Multi-object Tracking (MOT) algorithms for associating objects across consecutive frames. While most MOT methods prioritize accurate motion modeling and distincti... 详细信息
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An unsupervised deep learning framework for gene regulatory network inference from single-cell expression data
An unsupervised deep learning framework for gene regulatory ...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Mao, Guo Liu, Jie National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory Changsha410073 China National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Laboratory of Software Engineering for Complex System Changsha410073 China
Recent advances in single-cell RNA sequencing (scRNA-seq) technology provides unprecedented opportunities for reconstruction gene regulation networks (GRNs). At present, many different models have been proposed to inf... 详细信息
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Guided Spatio-Temporal Learning Method for 4K Video Super-Resolution  5
Guided Spatio-Temporal Learning Method for 4K Video Super-Re...
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5th ACM International Conference on Multimedia in Asia, MMAsia 2023
作者: Jiang, Qin Wang, Qinglin Liu, Jie Science and Technology on Parallel and Distributed Processing Laboratory Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology China
4K Video Super-Resolution (VSR) presents a challenging task in video processing, as most existing VSR models have high computational complexity, limiting their application to high-resolution videos, particularly for 4... 详细信息
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