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检索条件"机构=Shanghai Key Lab of Scalable Computing and Systems"
344 条 记 录,以下是1-10 订阅
排序:
DICFaaS: Parallel and scalable Data Integrity Computation for Serverless systems  30
DICFaaS: Parallel and Scalable Data Integrity Computation fo...
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30th IEEE International Conference on Parallel and Distributed systems, ICPADS 2024
作者: Xiong, Tianchen Peng, Bo Shanghai Jiao Tong University School of Software Shanghai China Shanghai Key Laboratory of Scalable Computing and Systems Shanghai China
Serverless computing is extensively employed in distributed storage computing scenarios owing to its dynamic responsiveness and on-demand allocation capabilities. Within distributed storage computing, data integrity c... 详细信息
来源: 评论
Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy  31
Distributed Model Interpretation for Vertical Federated Lear...
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31st IEEE/ACM International Symposium on Quality of Service, IWQoS 2023
作者: Xing, Rui Zheng, Zhenzhe Li, Qinya Wu, Fan Chen, Guihai Shanghai Jiao Tong University Shanghai Key Laboratory of Scalable Computing and Systems China
Vertical federated learning (VFL) allows multiple clients with misaligned feature spaces to collaboratively accomplish the global model training. Applying VFL to high stakes decision scenarios greatly requires model i... 详细信息
来源: 评论
Attentive Hawkes Process Application for Sequential Recommendation  28th
Attentive Hawkes Process Application for Sequential Recomme...
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28th International Conference on Database systems for Advanced Applications, DASFAA 2023
作者: Yu, Shuodian Ma, Li Gao, Xiaofeng Guo, Jianxiong Chen, Guihai Shanghai Key Laboratory of Scalable Computing and Systems Department of Computer Science and Engineering Shanghai Jiao Tong University Shanghai China Advanced Institute of Natural Sciences Beijing Normal University Zhuhai519087 China
Sequential recommendation systems which aim to predict the users’ future clicking items are essential in both research and industry services. Based on the contextual characteristics of users, a large number of existi... 详细信息
来源: 评论
DICFaaS: Parallel and scalable Data Integrity Computation for Serverless systems
DICFaaS: Parallel and Scalable Data Integrity Computation fo...
收藏 引用
International Conference on Parallel and Distributed systems (ICPADS)
作者: Tianchen Xiong Bo Peng School of Software Shanghai Jiao Tong University Shanghai China Shanghai Key Laboratory of Scalable Computing and Systems Shanghai China
Serverless computing is extensively employed in distributed storage computing scenarios owing to its dynamic responsiveness and on-demand allocation capabilities. Within distributed storage computing, data integrity c... 详细信息
来源: 评论
PathGPT: Leveraging Large Language Models for Personalized Route Generation
arXiv
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arXiv 2025年
作者: Marcelyn, Steeve Cuthbert Gao, Yucen Zhang, Yuzhe Gao, Xiaofeng Chen, Guihai Shanghai Key Laboratory of Scalable Computing and Systems Department of Computer Science and Engineering Shanghai Jiao Tong University Shanghai China
The proliferation of GPS-enabled devices has led to the accumulation of a substantial corpus of historical trajectory data. By leveraging these data for training machine learning models, researchers have devised novel... 详细信息
来源: 评论
Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy
Distributed Model Interpretation for Vertical Federated Lear...
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International Workshop on Quality of Service
作者: Rui Xing Zhenzhe Zheng Qinya Li Fan Wu Guihai Chen Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University China
Vertical federated learning (VFL) allows multiple clients with misaligned feature spaces to collaboratively accomplish the global model training. Applying VFL to high stakes decision scenarios greatly requires model i...
来源: 评论
Hybrid deep learning model for risk prediction of fracture in patients with diabetes and osteoporosis
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Frontiers of Medicine 2022年 第3期16卷 496-506页
作者: Yaxin Chen Tianyi Yang Xiaofeng Gao Ajing Xu Department of Pharmacy Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghai 200240China Shanghai Key Laboratory of Scalable Computing and Systems Department of Computer Science and EngineeringShanghai Jiao Tong UniversityShanghai 200240China Clinical Research Unit Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghai 200240China
The fracture risk of patients with diabetes is higher than those of patients without diabetes due to hyperglycemia,usage of diabetes drugs,changes in insulin levels,and excretion,and this risk begins as early as *** f... 详细信息
来源: 评论
A Lightweight Encoder-Decoder Framework for Carpooling Route Planning
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IEEE Transactions on Mobile computing 2025年
作者: Gao, Yucen Ma, Li Yu, Zhemeng Zhang, Songjian Gao, Hui Fang, Jun Gao, Xiaofeng Shanghai Jiao Tong University Shanghai Key Laboratory of Scalable Computing and Systems College of Computer Science and Engineering Shanghai200240 China Didi Global Inc. Beijing100190 China
Carpooling Route Planning (CRP) has become an important issue with the growth of low-carbon traffic systems. We investigate a novel, meaningful and challenging scenario for CRP in industry, called Multi-Candidate Carp... 详细信息
来源: 评论
MONETA: Prior-free and Truthful Auctions with Adaptive Reserve Price for High Revenue in Dynamic Spectrum Access Networks
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Chinese Journal of Electronics 2023年 第2期21卷 355-361页
作者: Xiaobing Wu Guihai Chen Department of Computer Science and Technology State Key Laboratory for Novel Software Technology Nanjing University Nanjing China Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiaotong University Shanghai China
Auction is efficient for spectrum allocation in future dynamic spectrum access networks. Truthful or strategy-proof auction is favorable since every bidder only needs to bid his true valuation and the auctioneer assig... 详细信息
来源: 评论
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation
arXiv
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arXiv 2025年
作者: Xu, Jinda Song, Yuhao Wang, Daming Zhao, Weiwei Chen, Minghua Chen, Kangliang Li, Qinya Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University China HAOMO.AI Technology Co. Ltd. China
In an era overwhelmed by vast amounts of data, the effective curation of web-crawl datasets is essential for optimizing model performance. This paper tackles the challenges associated with the unstructured and heterog... 详细信息
来源: 评论