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检索条件"机构=Unit for Data Science and Computing School of Computer Science and Information"
1385 条 记 录,以下是231-240 订阅
Review of Quantum Theories for the Design of Post-Quantum Cryptosystems: CRYSTALS-Kyber as a Case Study  8
Review of Quantum Theories for the Design of Post-Quantum Cr...
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8th IET Smart Cities Symposium, SCS 2024
作者: Alkurdi, Yaser Al-Haija, Qasem Abu Al Fayoumi, Mustafa Department of Cybersecurity Data Science King Hussein School of Computing Sciences Prince Sumaya University for Technology PO Box 1438 Amman11941 Jordan Department of Cybersecurity Faculty of Computer & Information Technology Jordan University of Science and Technology PO Box 3030 Irbid22110 Jordan
Powerful new computers based on the principles of quantum mechanics could crack the codes that safeguard our information today. The National Institute of Standards and Technology is running a competition to find more ... 详细信息
来源: 评论
3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering
arXiv
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arXiv 2024年
作者: Zhou, Qingyuan Yang, Weidong Fei, Ben Xu, Jingyi Zhang, Rui Liu, Keyi Luo, Yeqi He, Ying School of Computer Science Fudan University China Department of Information Engineering The Chinese University of Hong Kong Hong Kong College of Computing and Data Science Nanyang Technological University Singapore
Noise is an inevitable aspect of point cloud acquisition, necessitating filtering as a fundamental task within the realm of 3D vision. Existing learning-based filtering methods have shown promising capabilities on com... 详细信息
来源: 评论
RAKG:Document-level Retrieval Augmented Knowledge Graph Construction
arXiv
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arXiv 2025年
作者: Zhang, Hairong Si, Jiaheng Yan, Guohang Qi, Boyuan Cai, Pinlong Mao, Song Wang, Ding Shi, Botian Shanghai Artificial Intelligence Laboratory China School of Statistics and Data Science Nankai University Tianjin China Faculty of Computing Harbin Institute of Technology China Computer School Beijing Information Science and Technology University China
With the rise of knowledge graph based retrieval-augmented generation (RAG) techniques such as GraphRAG and Pike-RAG, the role of knowledge graphs in enhancing the reasoning capabilities of large language models (LLMs... 详细信息
来源: 评论
Modelization and analysis of dynamic heterogeneous redundant system
Modelization and analysis of dynamic heterogeneous redundant...
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作者: Wang, Wei Li, Guangsong Gai, Keke Tang, Yazhe Yang, Benchao Si, Xueming State Key Laboratory of Mathematical Engineering and Advanced Computing Information Engineering University Zhengzhou China School of Computer Science and Technology Beijing Institute of Technology Beijing China School of Computer Science and Technology Xi'an Jiaotong University Xi'an China Shanghai Key Laboratory of Data Science Fudan University Shanghai China
With the development and popularization of Internet technology, network security has become the focus of attention. Vulnerabilities and back doors are regarded as two of the main reasons of network security problems. ... 详细信息
来源: 评论
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective  24
A Deep Learning Approach Towards Student Performance Predict...
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24th International Arab Conference on information Technology, ACIT 2023
作者: Moubayed, Abdallah Injadat, MohammadNoor Alhindawi, Nouh Samara, Ghassan Abuasal, Sara Alazaidah, Raed School of Computing and Augmented Intelligence Arizona State University GilbertAZ United States Lebanese American University Electrical and Computer Engineering Department Byblos Lebanon Western University Electrical and Computer Engineering Department LondonON Canada Zarqa University Faculty of Information Technology Data Science and Artificial Intelligence Department Zarqa Jordan Jadara University Faculty of Science and Information Technology Irbid Jordan Zarqa University Faculty of Information Technology Computer Science Department Zarqa Jordan Zarqa University Faculty of Information Technology Software Engineering Department Zarqa Jordan
Analyzing and evaluating students' progress in any learning environment is stressful and time consuming if done using traditional analysis methods. This is further exasperated by the increasing number of students ... 详细信息
来源: 评论
Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence
arXiv
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arXiv 2024年
作者: Le, Thao Miller, Tim Sonenberg, Liz Singh, Ronal School of Computing and Information Systems The University of Melbourne Australia School of Electrical Engineering and Computer Science The University of Queensland Australia CSIRO’s Data61 Australia
Prior research on AI-assisted human decision-making has explored several different explainable AI (XAI) approaches. A recent paper has proposed a paradigm shift calling for hypothesis-driven XAI through a conceptual f...
来源: 评论
Importance-Awareness Masking Network for Robust Document Retrieval
Importance-Awareness Masking Network for Robust Document Ret...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Junping Liu Jiaqi He Xinrong Hu Wangli Yang Jie Yang Yi Guo School of Computer Science and Artificial Intelligence Wuhan Textile University Wuhan China School of Computing and Information Technology University of Wollongong Wollongong Australia School of Computer Data and Mathematical Sciences Western Sydney University Australia
In this paper, we introduce the IMPortance-awaReness maskIng NeTwork (IMPRINT), a novel approach to enhance the robustness of document retrieval systems against query variations, particularly those containing misspell... 详细信息
来源: 评论
MeHyper: Accelerating Hypergraph Neural Networks by Exploring Implicit dataflows
MeHyper: Accelerating Hypergraph Neural Networks by Explorin...
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IEEE Symposium on High-Performance computer Architecture
作者: Wenju Zhao Pengcheng Yao Dan Chen Long Zheng Xiaofei Liao Qinggang Wang Shaobo Ma Yu Li Haifeng Liu Wenjing Xiao Yufei Sun Bing Zhu Hai Jin Jingling Xue National Engineering Research Center for Big Data Technology and System/Services Computing Technology and System Lab/Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China School of Computing National University of Singapore Singapore School of Computer Electronics and Information Guangxi University NanNing China School of Computer Science and Engineering University of New South Wales Sydney NSW Australia
Hypergraph Neural Networks (HGNNs) are increasingly utilized to analyze complex inter-entity relationships. Traditional HGNN systems, based on a hyperedge-centric dataflow model, independently process aggregation task... 详细信息
来源: 评论
Ev-IDID: Enhancing Solutions to Interactive Dynamic Influence Diagrams through Evolutionary Algorithms  21
Ev-IDID: Enhancing Solutions to Interactive Dynamic Influenc...
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21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022
作者: Ma, Biyang Pan, Yinghui Zeng, Yifeng Ming, Zhong School of Computer Science and Engineering Minnan Normal University China National Engineering Laboratory for Big Data System Computing Technology Shenzhen University China Department of Computer and Information Sciences Northumbria University United Kingdom College of Computer Science and Software Engineering Shenzhen University China
Interactive dynamic influence diagrams (I-DIDs) are a general framework for multiagent sequential decision making under uncertainty. Due to the model complexity, a significant amount of research has been invested into... 详细信息
来源: 评论
Color Space Search Algorithm (CSSA): A Novel Optimization Approach
Color Space Search Algorithm (CSSA): A Novel Optimization Ap...
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Computational Intelligence Approaches and Applications (ICCIAA), International Conference on
作者: Hossam M. J. Mustafa Nedal Nwasra Ahmad Khasawneh Department of Data Science and Artificial Intelligence Faculty of Information Technology University of Petra Amman Jordan Computer Science Department Faculty of Information Technology University of Petra Amman Jordan School of Computing Skyline University College Sharjah UAE
This paper presents a novel CSSA (Color Space Search Algorithm), introducing a metaheuristic optimization algorithm that addresses critical limitations in existing optimization methods. While current algorithms demons... 详细信息
来源: 评论