EMBEDDINGS

作品数：77被引量：91H指数：5
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相关领域：自动化与计算机技术理学更多>>
相关作者：沈韬郭剑毅余正涛高盛祥线岩团更多>>
相关机构：昆明理工大学华东师范大学厦门航空有限公司北京邮电大学更多>>
相关期刊：《Computer Modeling in Engineering & Sciences》《Computers, Materials & Continua》《International Journal of Intelligent Computing and Cybernetics》《Journal of Data and Information Science》更多>>
相关基金：国家自然科学基金云南省自然科学基金中国博士后科学基金俄罗斯基础研究基金更多>>
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PIAFGNN:Property Inference Attacks against Federated Graph Neural Networks
《Computers, Materials & Continua》2025年第2期1857-1877,共21页Jiewen Liu Bing Chen Baolu Xue Mengya Guo Yuntao Xu 
supported by the National Natural Science Foundation of China(Nos.62176122 and 62061146002).
Federated Graph Neural Networks (FedGNNs) have achieved significant success in representation learning for graph data, enabling collaborative training among multiple parties without sharing their raw graph data and so...
关键词：Federated graph neural networks GNNs privacy leakage regression model property inference attacks EMBEDDINGS 
Embeddings of Generalised Morrey Smoothness Spaces
《Acta Mathematica Sinica,English Series》2025年第1期413-456,共44页Dorothee D.Haroske Zhen Liu Susana D.Moura Leszek Skrzypczak 
partially supported by the German Research Foundation(DFG)(Grant No.Ha 2794/8-1);supported by the China Scholarship Council(CSC)(Grant No.202006350058);partially supported by the Center for Mathematics of the University of Coimbra(funded by the Portuguese Government through FCT/MCTES,DOI 10.54499/UIDB/00324/2020)。
We study embeddings between generalised Triebel–Lizorkin–Morrey spacesε_(ϕ,p,q)^(s)(R^(d))and within the scales of further generalised Morrey smoothness spaces like N_(ϕ,p,q)^(s)(R^(d)),B_(p,q)^(s,ϕ)(R^(d))and F_(p...
关键词：Generalised Morrey spaces generalised Besov-type space generalised Triebel–Lizorkintype space generalised Besov–Morrey space generalised Triebel-Lizorkin-Morrey space EMBEDDINGS wavelet decompositions 
Pre-trained Mol2Vec Embeddings as a Tool for Predicting Polymer Properties
《Chinese Journal of Polymer Science》2024年第12期2059-2068,I0014,共11页Ivan Zlobin Nikita Toroptsev Gleb Averochkin Alexander Pavlov 
the framework of the program of state support for the centers of the National Technology Initiative(NTI)on the basis of educational institutions of higher education and scientific organizations(Center NTI"Digital Materials Science:New Materials and Substances"on the basis of the Bauman Moscow State Technical University).
Machine learning-assisted prediction of polymer properties prior to synthesis has the potential to significantly accelerate the discovery and development of new polymer materials.To date,several approaches have been i...
关键词：Properties prediction High dimensional embeddings Machine learning Mol2Vec 
Nonisomorphic Orientable Quadrangular Embeddings and Edge-Colorings of K_(12s+9)
《Wuhan University Journal of Natural Sciences》2024年第6期563-571,共9页LI Zhaoxiang LIU Jiahong 
In this paper,by constructing the current graph of the complete graph K_(12s+9)and a mapping function,we prove that K_(12s+9)(s is an odd number)has at least 6^(2s)×3^(s+3/2) nonisomorphic orientable quadrangular emb...
关键词：quadrangular embedding maximum genus embedding edge-colorings complete graph current graph 
Exploring Artistic Embeddings in Service Design:A Keyword-Driven Approach for Artwork Search and Recommendations
《Tsinghua Science and Technology》2024年第5期1580-1592,共13页Jie Yuan Fangru Lin Hae Yoon Kim 
As living standards improve,the demand for artworks has been escalating,transcending beyond the realm of mere basic human necessities.However,amidst an extensive array of artwork choices,users often struggle to swiftl...
关键词：ARTWORK self-attention recommendation dynamic programming implicit interest 
Erratum to “Time-Series Embeddings from Language Models:A Tool for Wind Direction Nowcasting”被引量：1
《Journal of Meteorological Research》2024年第4期844-844,共1页Decio ALVES Fabio MENDONCA Sheikh Shanawaz MOSTAFA Fernando MORGADO-DIAS 
The article “Time-series embeddings from language models: A tool for wind direction nowcasting”, written by Décio ALVES, Fábio MENDON?A, Sheikh Shanawaz MOSTAFA, and Fernando MORGADO-DIAS was originally published ...
关键词：EMBEDDING ELECTRONIC TIME 
Time-Series Embeddings from Language Models:A Tool for Wind Direction Nowcasting
《Journal of Meteorological Research》2024年第3期558-569,共12页Decio ALVES Fabio MENDONCA Sheikh Shanawaz MOSTAFA Fernando MORGADO-DIAS 
Supported by Interactive Technologies Institute/Larsys/Fundaçao para a Ciência e a Tecnologia(10.54499/LA/P/0083/2020,10.54499/UIDP/50009/2020,and 10.54499/UIDB/50009/2020);Agência Regional para o Desenvolvimento da Investigação,Tecnologia e Inovação,and Portuguese Technical Engineering Order(OET).
Wind direction nowcasting is crucial in various sectors,particularly for ensuring aviation operations and safety.In this context,the TELMo(Time-series Embeddings from Language Models)model,a sophisticated deep learnin...
关键词：wind nowcasting wind components wind direction time series prediction deep learning 
Applying a Context-based Method to Build a Knowledge Graph for the Blue Amazon被引量：1
《Data Intelligence》2024年第1期64-103,共40页Pedro de Moraes Ligabue Anarosa Alves Franco Brandão Sarajane Marques Peres Fabio Gagliardi Cozman Paulo Pirozelli 
The authors of this work would like to thank the Center for Artificial Intelligence(C4AI-USP)and the support from the São Paulo Research Foundation(FAPESP grant#2019/07665-4)and from the IBM Corporation;Fabio G.Cozman acknowledges partial support by CNPq grant Pq 305753/2022-3;This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior-Brazil(CAPES)-Finance Code 001。
Knowledge graphs are employed in several tasks,such as question answering and recommendation systems,due to their ability to represent relationships between concepts.Automatically constructing such a graphs,however,re...
关键词：knowledge graph word embeddings relationship triple extraction Blue Amazon Atlantic Ocean Brazilian coast 
Embeddings Among Quantum Affine sl_(n)
《Acta Mathematica Sinica,English Series》2024年第3期792-805,共14页Yi Qiang LI 
Partially supported by NSF DMS(Grant No.1801915)。
We establish an explicit embedding of a quantum affine sl_(n) into a quantum affine sl_(n)+1.This embedding serves as a common generalization of two natural,but seemingly unrelated,embed-dings,one on the quantum affin...
关键词：Quantum affine sl_(n) EMBEDDINGS 
Extracting multi-objective multigraph features for the shortest path cost prediction:Statistics-based or learning-based?
《Green Energy and Intelligent Transportation》2024年第1期1-15,共15页Songwei Liu Xinwei Wang Michal Weiszer Jun Chen 
This work was supported by the UK Engineering and Physical Sciences Research Council(grant no.EP/N029496/1,EP/N029496/2,EP/N029356/1,EP/N029577/1,and EP/N029577/2);the joint scholarship of the China Scholarship Council and Queen Mary,University of London(grant no.202006830015).
Efficient airport airside ground movement(AAGM)is key to successful operations of urban air mobility.Recent studies have introduced the use of multi-objective multigraphs(MOMGs)as the conceptual prototype to formulate...
关键词：Multi-objective multigraph Feature extraction Shortest path cost prediction Node patterns Node embeddings Regression 
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