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检索条件"机构=Department of Parallel and Distributed Computing"
182 条 记 录,以下是1-10 订阅
Recommendation-Aware Collaborative Edge Caching Strategy in the Internet of Vehicles  18th
Recommendation-Aware Collaborative Edge Caching Strategy in...
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18th International Conference on Wireless Artificial Intelligent computing Systems and Applications, WASA 2024
作者: Ou, Pingjie Chen, Ningjiang Huang, Zizhan School of Computer and Electronic Information Guangxi University Guangxi Nanning530004 China Key Laboratory of Parallel Distributed and Intelligent Computing Education Department of Guangxi Zhuang Autonomous Region Guangxi University Guangxi Nanning530004 China
Due to the limited resources of edge networks, the heterogeneity of user content requests, high-cost caching from direct resource hits, and redundancy in resource retention time hinder system performance. Traditional ... 详细信息
来源: 评论
XGrad: Boosting Gradient-Based Optimizers With Weight Prediction
arXiv
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arXiv 2023年
作者: Guan, Lei Li, Dongsheng Shi, Yanqi Meng, Jian The Department of Mathematics National University of Defense Technology Changsha China The National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology China
In this paper, we propose a general deep learning training framework XGrad which introduces weight prediction into the popular gradient-based optimizers to boost their convergence and generalization when training the ... 详细信息
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PTQ-SO: A Scale Optimization-based Approach for Post-training Quantization of Edge computing
PTQ-SO: A Scale Optimization-based Approach for Post-trainin...
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International Conference on Computer Supported Cooperative Work in Design
作者: Kangkang Liu Ningjiang Chen College of Computer and Electronic Information Guangxi University Nanning China Education Department of Guangxi Zhuang Autonomous Region Key Laboratory of Parallel Distributed and Intelligent Computing Guangxi University Nanning China
With the increasing performance of deep convolutional neural networks, they have been widely used in many computer vision tasks. However, a huge convolutional neural network model requires a lot of memory and computin... 详细信息
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RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
arXiv
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arXiv 2024年
作者: Chen, Zhongwu Xu, Chengjin Wang, Dingmin Huang, Zhen Dou, Yong Jiang, Xuhui Guo, Jian National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology China IDEA Research International Digital Economy Academy Department of Computer Science University of Oxford United Kingdom
Retrieval-augmented generation (RAG) has shown promising potential in knowledge intensive question answering (QA). However, existing approaches only consider the query itself, neither specifying the retrieval preferen... 详细信息
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DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for Highly-Effective Drug-Protein Interaction Representation
DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Qiu, Yanlong Wang, Siqi Yang, Xi Qiu, Xinyuan Wu, Chengkun Cui, Yingbo Yang, Canqun National University of Defense Technology Institute for Quantum Information State Key Laboratory of High-Performance Computing College of Computer Science Hunan Changsha410073 China National Supercomputer Center in Tianjin Tianjin300457 China National University of Defense Technology National Key Laboratory of Parallel and Distributed Computing College of Computer Science Hunan Changsha410073 China National University of Defense Technology Department of Biology and Chemistry College of Science Hunan Changsha410073 China
With the exponential growth of biomedical knowledge in unstructured text repositories such as PubMed, it is imminent to establish a knowledge graph-style, efficient searchable and targeted database that can support th... 详细信息
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A survey on deep learning approaches for data integration in autonomous driving system
arXiv
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arXiv 2023年
作者: Zhu, Xi Wang, Likang Zhou, Caifa Cao, Xiya Gong, Yue Chen, Lei Riemann Laboratory Huawei Technologies 2012 Laboratories China Department of Computer Science and Engineering Hong Kong University of Science and Technology Hong Kong Parallel Distributed Computing Laboratory Huawei Technologies 2012 Laboratories China
The perception module of self-driving vehicles relies on a multi-sensor system to understand its environment. Recent advancements in deep learning have led to the rapid development of approaches that integrate multi-s... 详细信息
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Learning free-surface flow with physics-informed neural networks
arXiv
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arXiv 2021年
作者: Leiteritz, Raphael Hurler, Marcel Pflüger, Dirk Institute of Parallel and Distributed Systems Department of Scientific Computing University of Stuttgart Stuttgart Germany
The interface between data-driven learning methods and classical simulation poses an interesting field offering a multitude of new applications. In this work, we build on the notion of physics-informed neural networks... 详细信息
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MTD: Multi-Timestep Detector for Delayed Streaming Perception
arXiv
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arXiv 2023年
作者: Huang, Yihui Chen, Ningjiang School of Computer and Electronic Information Guangxi University Nanning China Guangxi Intelligent Digital Services Research Center of Engineering Technology Nanning China Key Laboratory of Parallel Distributed and Intelligent Computing Guangxi University Education Department of Guangxi Zhuang Autonomous Region Nanning China
Autonomous driving systems require real-time environmental perception to ensure user safety and experience. Streaming perception is a task of reporting the current state of the world, which is used to evaluate the del... 详细信息
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Knowledge Distillation with Source-free Unsupervised Domain Adaptation for BERT Model Compression
Knowledge Distillation with Source-free Unsupervised Domain ...
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International Conference on Computer Supported Cooperative Work in Design
作者: Jing Tian Juan Chen Ning Jiang Chen Lin Bai Suqun Huang School of Computer and Electronic Information Guangxi University Nanning China Guangxi Intelligent Digital Services Research Center of Engineering Technology Nanning China Education Department of Guangxi Zhuang Autonomous Region Key Laboratory of Parallel Distributed and Intelligent Computing (Guangxi University) Nanning China
The pre-training language model BERT has brought significant performance improvements to a series of natural language processing tasks, but due to the large scale of the model, it is difficult to be applied in many pr...
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LTKT: Knowledge Tracing Based on Positive and Negative Learning Transfers
SSRN
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SSRN 2023年
作者: Xu, Jia Tang, Rongrong Lv, Pin Yu, Minghe Yu, Ge Chen, Enhong School of Computer Electronics and Information Guangxi University GuangXi Nanning530004 China Key Laboratory of Parallel Distributed and Intelligent Computing Education Department of Guangxi Zhuang Autonomous Region Guangxi530004 China Northeastern University Shenyang110819 China University of Science and Technology of China Hefei230088 China
Knowledge Tracing (KT) is a critical but challenging problem for many educational applications. As an essential part of educational psychology, the propagated influence among pedagogical concepts (i.e., learning trans... 详细信息
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