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检索条件"机构=National Key Laboratory for Parallel and Distributed Processing"
1138 条 记 录,以下是91-100 订阅
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3D parallelism for Transformers via Integer Programming
3D Parallelism for Transformers via Integer Programming
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International Conference on Acoustics, Speech, and Signal processing (ICASSP)
作者: Hao Zheng Peng Liang Yu Tang Yanqi Shi Linbo Qiao Dongsheng Li National Key Laboratory of Parallel and Distributed Computing National University Of Defense Technology Changsha P.R.China
Transformer models, such as BERT, GPT, and ViT, have been applied to a wide range of areas in recent years, due to their efficacy. In order to improve the training efficiency of Transformer models, different distribut...
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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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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Guo Mao Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China Laboratory of Software Engineering for Complex System National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha 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...
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CNA: A Dataset for Parsing Discourse Structure on Chinese News Articles
CNA: A Dataset for Parsing Discourse Structure on Chinese Ne...
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International Conference on Tools for Artificial Intelligence (ICTAI)
作者: Zhenliang Guo Zhen Huang Yong Dou Xiubin Yu Sijie Wang Zhongwu Chen Xinxin Su Xiaohang Liu National Key Laboratory of Parallel and Distributed Processing National University of Defense Technology Changsha China
Discourse structure analysis has shown to be useful for many artificial intelligence (AI) tasks such as text sum-marization and text categorization. However, for the Chinese news domain, the discourse structure analys... 详细信息
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Offline Imitation Learning Using Reward-free Exploratory Data  5
Offline Imitation Learning Using Reward-free Exploratory Dat...
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5th International Conference on Algorithms, Computing and Artificial Intelligence, ACAI 2022
作者: Wang, Hao Feng, Dawei Ding, Bo Li, Wei College of Computer National University of Defense Technology Changsha Hunan China National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China Independent Researcher GuangZhou China
Offline imitative learning(OIL) is often used to solve complex continuous decision-making tasks. For these tasks such as robot control, automatic driving and etc., it is either difficult to design an effective reward ... 详细信息
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Pro-Prophet: A Systematic Load Balancing Method for Efficient parallel Training of Large-scale MoE Models
arXiv
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arXiv 2024年
作者: Wang, Wei Lai, Zhiquan Li, Shengwei Liu, Weijie Ge, Keshi Shen, Ao Su, Huayou Li, Dongsheng The National Key Laboratory of Parallel and Distributed Computing College of Computer National University of Defense Technology Hunan Changsha China
he size of deep learning models has been increasing to enhance model quality. The linear increase in training computation budget with model size means that training an extremely large-scale model is exceedingly time-c... 详细信息
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Representation learning on textual network with personalized Page Rank
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Science China(Information Sciences) 2021年 第11期64卷 95-104页
作者: Teng LI Yong DOU National Laboratory for Parallel and Distributed Processing National University of Defense Technology
Representation learning on textual network or textual network embedding, which leverages rich textual information associated with the network structure to learn low-dimensional embedding of vertices, has been useful i... 详细信息
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parallelization of Fast Monte Carlo Dose Calculation for Radiotherapy Treatment Planning on the ARMv8 Architecture  11
Parallelization of Fast Monte Carlo Dose Calculation for Rad...
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11th International Conference on Information Science and Technology, ICIST 2021
作者: Jin, Chi Wang, Qinglin Zhao, Yang Dou, Yong National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory Changsha China
Monte Carlo (MC) simulation plays a key role in radiotherapy. Since the simulation time of the MC program cannot fully meet the clinical requirements, we use the ARM-based FT-2000+ multi-core processor for paralleliza... 详细信息
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Evaluating matrix multiplication-based convolution algorithm on multi-core digital signal processors
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Guofang Keji Daxue Xuebao/Journal of national University of Defense Technology 2023年 第1期45卷 86-94页
作者: Wang, Qinglin Pei, Xiangdong Liao, Linyu Wang, Haoxu Li, Rongchun Mei, Songzhu Li, Dongsheng College of Computer Science and Technology National University of Defense Technology Changsha410073 China Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China
The matrix multiplication-based convolutional algorithm, which can efficiently implement convolutions with different parameters, is the first choice of convolution performance optimization for a given chip. Based on t... 详细信息
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Temporal Closing Path for PLM-based Temporal Knowledge Graph Completion
Temporal Closing Path for PLM-based Temporal Knowledge Graph...
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International Joint Conference on Neural Networks (IJCNN)
作者: Xin Zhou Yongxue Shan Zixuan Dong Haijiao Liu Xiaodong Wang National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Denfense Technology Changsha China
Temporal Knowledge Graph Completion (TKGC) aims to predict missing parts of quadruples, which is crucial for real-life knowledge graphs. Compared with methods that only use graph neural networks, the emergence of pre-... 详细信息
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Large-scale graph processing systems: a survey
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信息与电子工程前沿(英文版) 2020年 第3期21卷 384-404页
作者: Ning LIU Dong-sheng LI Yi-ming ZHANG Xiong-lve LI Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangsha 410000China
Graph is a significant data structure that describes the relationship between entries. Many application domains in the real world are heavily dependent on graph data. However, graph applications are vastly different f... 详细信息
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