PERSONALIZED

作品数：385被引量：642H指数：11
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PerFedKG:two-stage information-loop federated knowledge graph for personalized privacy-preserving recommendation systems
《Science China(Information Sciences)》2025年第4期94-95,共2页Fan WANG Xuyun ZHANG Weiming LIU Li LI Yuwen LIU Zhongyuan ZHANG Guanfeng LIU Shengye PANG Xiaolong XU Lianyong QI 
supported in part by National Natural Science Foundation of China(Grant No.62372242)。
Knowledge graphs(KGs)effectively mitigate data sparsity in recommendation systems(RSs)by providing valuable auxiliary information[1].However,traditional centralized KG-based RSs increase the risk of user privacy leaka...
关键词：two stage information loop recommendation systems rss model training personalized privacy preserving recommendation systems federated knowledge graph decentralized data knowledge graphs kgs effectively knowledge graphs 
Personalized federated few-shot node classification
《Science China(Information Sciences)》2025年第1期201-215,共15页Yunfeng ZHAO Xintong HE Guoxian YU Jun WANG Yongqing ZHENG Carlotta DOMENICONI 
partially supported by National Key Research and Development Program of China (Grant No. 2023YFF0725500);National Natural Science Foundation of China (Grant No. 62031003);Taishan Scholar Project Special Funding;the Xiaomi Young Talents Program
Personalized federated learning(PFL)aims to train customized models for individual clients in a decentralized setting,with the account of non-independent and identically distributed data across clients.However,most PF...
关键词：personalized federated learning few-shot learning node classification task heterogeneity parameter decoupling node augmentation 
Empowering over-the-air personalized federated learning via RIS
《Science China(Information Sciences)》2024年第11期367-368,共2页Wei SHI Jiacheng YAO Jindan XU Wei XU Lexi XU Chunming ZHAO 
supported by National Natural Science Foundation of China(Grant No.62271137);Fundamental Research Funds for the Central Universities(Grant Nos.2242022k60002,2242023K5003)。
Federated learning(FL)is a promising distributed learning approach due to its privacy-enhancing characteristic[1–3].To enhance communication efficiency of FL,over-the-air computation(AirComp)has emerged as a key tech...
关键词：AIR LEARNING POWER 
Representation learning on textual network with personalized Page Rank
《Science China(Information Sciences)》2021年第11期91-100,共10页Teng LI Yong DOU 
supported by National Science and Technology Major Projects on Core Electronic Devices,High-End Generic Chips and Basic Software(Grant No.2018ZX01028101);National Natural Science Foundation of China(Grant No.61732018)。
Representation learning on textual network or textual network embedding, which leverages rich textual information associated with the network structure to learn low-dimensional embedding of vertices, has been useful i...
关键词：representation learning network embedding Page Rank textual network personalized Page Rank 
Cloud based 3D printing service platform for personalized manufacturing被引量：1
《Science China(Information Sciences)》2020年第2期215-217,共3页Lin ZHANG Xiao LUO Lei REN Jingeng MAI Fan PAN Zhen ZHAO Bing LI 
supported by National High-Tech Research and Development Plan of China(Grant No.2015AA042101);National Key Research and Development Program of China(Grant No.2018YFB1004001);National Natural Science Foundation of China(NSFC)(Grant Nos.61572057,61836001).
Recently,the rapid development of 3D printing technology and continuous breakthroughs in new material technology has increased the application of 3D printing in a wide range of fields,such as automobile industry,medic...
关键词：SERVICE CLOUD BASED 3D PRINTING SERVICE platform for PERSONALIZED MANUFACTURING 
Personalized project recommendation on Git Hub被引量：5
《Science China(Information Sciences)》2018年第5期83-96,共14页Xiaobing SUN Wenyuan XU Xin XIA Xiang CHEN Bin LI 
supported partially by National Natural Science Foundation of China (Grant Nos. 61472344, 61611540347, 61402396);Open Project Foundation of Information Technology Research Base of Civil Aviation Administration of China (Grant No. CAAC-ITRB-201704);Jiangsu Qin Lan Project, the China Postdoctoral Science Foundation (Grant No. 2015M571489);Open Funds of State Key Laboratory for Novel Software Technology of Nanjing University (Grant No. KFKT2016B21);Natural Science Foundation of Yangzhou City (Grant No. YZ2017113)
GitHub is a software development platform that facilitates collaboration and participation in project development. Typically, developers search for relevant projects in order to reuse functions and identify useful fea...
关键词：software recommendation developer behavior GitHub user feedback personalized recommen-dation 
Personalized gesture interactions for cyber-physical smart-home environments被引量：1
《Science China(Information Sciences)》2017年第7期140-154,共15页Yihua LOU Wenjun WU Radu-Daniel VATAVU Wei-Tek TSAI 
supported by National High Technology Research and Development Program of China (Grant No. 2013AA01A210);State Key Laboratory of Software Development Environment (Grant No. SKLSDE-2013ZX-03);National Natural Science Foundation of China (Grant No. 61532004);support from the project “Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies, and Distributed Systems for Fabrication and Control” (Grant No. 671/09.04.2015);Sectorial Operational Program for Increase of the Economic Competitiveness, co-funded from the European Regional Development Fund
A gesture-based interaction system for smart homes is a part of a complex cyber-physical environment, for which researchers and developers need to address major challenges in providing personalized gesture interaction...
关键词：gesture interaction personalization gesture recognition user identification event-driven architec ture 
Providing personalized converged services based on flexible network reconfiguration被引量：15
《Science China(Information Sciences)》2011年第2期334-347,共14页HU YuXiang LAN JuLong WU JiangXing 
supported by the National High-Tech Research & Development Program of China (Grant Nos.2008AA01A323, 2009AA01A346);the National Basic Research Program of China (Grant No. 2007CB307102)
Recent developments show a progressing convergence of networks, services, and applications, which results in the necessity for new approaches to provide a ubiquitous experience on converged networks for specialized hi...
关键词：network convergence hardware virtualization resource reconfiguration reconfigurable router 
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