Graph Foundation Models, Large Language Models 论文地址:https://arxiv.org/pdf/2310.11829v1.pdf 本文首次提出了图基础模型(Graph Foundation Models GFM)的概念,并首次全面阐明了其关键特征和技术。据它们对图神经网络和大型语言模型的依赖程度,将现有的针对GFM的工作分为三类:(1)GNN-based Models(2)LLM based...
2、介绍现存的HPE综述,主要包含HPE实现人体运动分析、利用不同的分类方法对HPE进行归类总结,并介绍了在HPE中人体模型(Human body models)的广泛应用;3、2DHPE,进一步介绍2D单人HPE和2D多人HPE;4、3DHPE,,进一步介绍3D单人HPE和3D多人HPE;5、介绍HPE常用的数据集和评价指标;6、总结近年来的论文并探讨HPE领域具有前...
A Survey of Geometric Graph Neural Networks Data Structures, Models and Applications.docx 1.5M· 百度网盘 A Survey of Geometric Graph Neural Networks Data Structures, Models and Applications.pdf 2.3M· 百度网盘 摘要 几何图是一种具有几何特征的特殊图,对于建模许多科学问题至关重要。与通用图不同,几何...
such as graph traversal algorithms [1]. In addition, the RDF data model inherently supports basic inferences. Being modular, it allows fully parallelized data processing and can represent partial information. RDF is one of the primary graph-based data models that are well-utilized...
ACSCallSurvey | where isempty(OverallCallIssues) == false //Comma separated issues when multiple issues are reported | project overall = split(OverallCallIssues, ',') | mv-expand overall to typeof(string) | summarize frequency=count() by overall | render columnchart ...
Intelligent transportation (e.g., intelligent traffic light) makes our travel more convenient and efficient. With the development of mobile Internet and po
data-efficient models that harness the power of artificial learners while achieving good results with less training data and in particular less human supervision. In light of this debate, this work investigates the issue of algorithms’ data hungriness. First, it surveys the issue from different ...
In order to avoid confusion, we must first distinguish between two common approaches: social media analytics (Newman2010) and social network analysis. Both approaches had a great impact on the analysis of new communication models that came out after social network pervasive diffusion as they try to...
researched for decades [42]. However, many properties ofdatasetsare unique, with interesting requirements and constraints, which have been recognized by the recent release of Google Dataset Search [141]. There are many open problems across dataset search, which the database community can assist ...
Scientific Large Language Models: A Survey on Biological & Chemical Domains - GitHub - HICAI-ZJU/Scientific-LLM-Survey: Scientific Large Language Models: A Survey on Biological & Chemical Domains