the National Natural Science Foundation of China(Grant Nos.U1804263,U1736214,62172435);the Zhongyuan Science and Technology Innovation Leading Talent Project(No.214200510019)。
IP geolocation is essential for the territorial analysis of sensitive network entities,location-based services(LBS)and network fraud detection.It has important theoretical significance and application value.Measuremen...
the National Key R&D Program of China(No.2021YFF1201200);the National Natural Science Foundation of China(Grant Nos.61972174 and 62172187);the Science and Technology Planning Project of Jilin Province(No.20220201145GX,No.20200708112YY and No.20220601112FG);the Science and Technology Planning Project of Guangdong Province(No.2020A0505100018),Guangdong Universities’Innovation Team Project(No.2021KCXTD015)and Guangdong Key Disciplines Project(No.2021ZDJS138)。
Prenatal depression,which can affect pregnant women’s physical and psychological health and cause postpartum depression,is increasing dramatically.Therefore,it is essential to detect prenatal depression early and con...
This work was supported by the National Key R&D Program of China(No.2022YFB4501403);the National Natural Science Foundation of China(Grant Nos.62322205,62072195,61825202,and 61832006);the Zhejiang Lab(No.2022PI0AC02).
Modern recommendation systems are widely used in modern data centers.The random and sparse embedding lookup operations are the main performance bottleneck for processing recommendation systems on traditional platforms...
supported by the National Natural Science Foundation of China(Grant Nos.61572537,U1501252).
In this paper,we address the problem of unsuperised social network embedding,which aims to embed network nodes,including node attributes,into a latent low dimensional space.In recent methods,the fusion mechanism of no...
the National Key Research and Development Program of China(Nos.2020YFC2003502,2021YFF0704101);the National Natural Science Foundation of China(Grant No.62276038);the Natural Science Foundation of Chongqing(Nos.cstc2019jcyj-cxttX0002,cstc2021ycjh-bgzxm0013);the Key Cooperation Project of Chongqing Municipal Education Commission(HZ20210-08).
Uncertain Knowledge Graphs(UKGs)are used to characterize the inherent uncertainty of knowledge and have a richer semantic structure than deterministic knowledge graphs.The research on the embedding of UKG has only rec...
This research was supported by the Fundamental Research Funds for the Central Universities of China(NS2019056).
1 Introduction and main contributions Multi-view based HIN embedding method embeds the multiple views of heterogeneous information networks(HIN)to the low-dimensional space.It can preserve rich structural and semantic...
This work was supported by the National Natural Science Foundation of China(Grant Nos.U21A20473,61906111,and 72171137);the Projects of Key Research and Development Plan of Shanxi Province(201903D121162);the 1331 Engineering Project of Shanxi Province.
1 Introduction The main idea of recommender system is how to learn accurate users’embeddings from behavior data[1].Each dimension of users’embeddings can reflect the interests of users in different potential aspects...
The reseach work was supported by the National Key Research and Development Program of China(2017YFB1002104);the National Natural Science Foundation of China(Grant Nos.92046003,61976204,U1811461);Xiang Ao was also supported by the Project of Youth Innovation Promotion Association CAS and Beijing Nova Program(Z201100006820062).
Word-embedding acts as one of the backbones of modern natural language processing(NLP).Recently,with the need for deploying NLP models to low-resource devices,there has been a surge of interest to compress word embedd...
This research was partially supported by the National Natural Science Foundation of China(Grants Nos.U1605251 and 61727809).
Network embedding,which targets at learning the vector representation of vertices,has become a crucial issue in network analysis.However,considering the complex structures and heterogeneous attributes in real-world ne...
supported by the National Natural Science Foundation of China(Grant Nos.U1905211,61872196,61902195 and 61972272);Natural Science Foundation of Jiangsu Province(BK20200753);Natural Science Fund for Colleges and Universities in Jiangsu Province(General Program,19KJB520045),NUPTSF(NY219151,NY219131)。
The foundation of information society is computer interconnection network,and the key of information exchange is communication algorithm.Finding interconnection networks with simple routing algorithm and high fault-to...