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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:
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
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
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
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Embedding differential privacy in decision tree algorithm with different depths
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Science China(Information Sciences) 2017年 第8期60卷 136-150页
作者: Xuanyu BAI Jianguo YAO Mingxuan YUAN Ke DENG Xike XIE Haibing GUAN Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University
Differential privacy(DP) has become one of the most important solutions for privacy protection in recent years. Previous studies have shown that prediction accuracy usually increases as more data mining(DM)logic is co... 详细信息
来源: 评论
Scale-Shift Attention in Polarization Domain for Fine-Grained Classification of Satellite ISAR Images
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IEEE Transactions on Multimedia 2025年
作者: Xin, Zewei Li, Qinya Sheng, Bowen Wu, Fan Chen, Guihai Shanghai Jiao Tong University Shanghai Key Laboratory of Scalable Computing and Systems Shanghai200240 China Pinghu Space Awareness Laboratory Technology Co. Ltd. Pinghu314200 China Pinghu Laboratory Pinghu314200 China
Traditional fine-grained classification focuses on visible light domains, such as animals and cars. However, these methods often perform poorly when applied to radar images and images of satellites because of challeng... 详细信息
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Scaling out NUMA-Aware Applications with RDMA-Based Distributed Shared Memory
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Journal of Computer Science & Technology 2019年 第1期34卷 94-112页
作者: Yang Hong Yang Zheng Fan Yang Bin-Yu Zang Hai-Bing Guan Hai-Bo Chen Shanghai Key Laboratory for Scalable Computing Systems Shanghai Jiao Tong UniversityShanghai 200240China
The multicore evolution has stimulated renewed interests in scaling up applications on shared-memory multiprocessors,significantly improving the scalability of many *** the scalability is limited within a single node;... 详细信息
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Optimizations for High Performance Network Virtualization
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Journal of Computer Science & Technology 2016年 第1期31卷 107-116页
作者: Fan-Fu Zhou Ru-Hui Ma Jian Li Li-Xia Chen Wei-Dong Qiu Hai-Bing Guan Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University Shanghai 200240 China
The increasing requirements of intensive interoperaterbility among the distributed nodes desiderate the high performance network connections, owing to the substantial growth of cloud computing and datacenters. Network... 详细信息
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Single-cell omics: experimental workflow, data analyses and applications
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Science China(Life Sciences) 2025年 第1期68卷 5-102页
作者: Fengying Sun Haoyan Li Dongqing Sun Shaliu Fu Lei Gu Xin Shao Qinqin Wang Xin Dong Bin Duan Feiyang Xing Jun Wu Minmin Xiao Fangqing Zhao Jing-Dong J.Han Qi Liu Xiaohui Fan Chen Li Chenfei Wang Tieliu Shi Department of Clinical Laboratory the Affiliated Wuhu Hospital of East China Normal University(The Second People’s Hospital of Wuhu City)Wuhu 241000China Pharmaceutical Informatics Institute College of Pharmaceutical SciencesZhejiang UniversityHangzhou 310058China Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration(Tongji University) Ministry of EducationOrthopaedic DepartmentTongji HospitalBioinformatics DepartmentSchool of Life Sciences and TechnologyTongji UniversityShanghai 200082China Frontier Science Center for Stem Cells School of Life Sciences and TechnologyTongji UniversityShanghai 200092China Translational Medical Center for Stem Cell Therapy and Institute for Regenerative Medicine Shanghai East HospitalBioinformatics DepartmentSchool of Life Sciences and TechnologyTongji UniversityShanghai 200082China Research Institute of Intelligent Computing Zhejiang LabHangzhou 311121China Shanghai Research Institute for Intelligent Autonomous Systems Shanghai 201210China Center for Single-cell Omics School of Public HealthShanghai Jiao Tong University School of MedicineShanghai 200025China National Key Laboratory of Chinese Medicine Modernization Innovation Center of Yangtze River DeltaZhejiang UniversityJiaxing 314103China Center for Bioinformatics and Computational Biology Shanghai Key Laboratory of Regulatory Biologythe Institute of Biomedical Sciences and School of Life SciencesEast China Normal UniversityShanghai 200241China Beijing Institutes of Life Science Chinese Academy of SciencesBeijing 100101China Peking-Tsinghua Center for Life Sciences Academy for Advanced Interdisciplinary StudiesCenter for Quantitative Biology(CQB)Peking UniversityBeijing 100871China Zhejiang Key Laboratory of Precision Diagnosis and Therapy for Major Gynecological Diseases Women’s HospitalZhejiang University School of MedicineHangzhou 310006China Key Laboratory of Advanced Theory and Application in Statistics and Data Science-MOE School of StatisticsEast China Normal U
Cells are the fundamental units of biological systems and exhibit unique development trajectories and molecular *** exploration of how the genomes orchestrate the formation and maintenance of each cell,and control the... 详细信息
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Bipartite-Oriented Distributed Graph Partitioning for Big Learning
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Journal of Computer Science & Technology 2015年 第1期30卷 20-29页
作者: 陈榕 施佳鑫 陈海波 臧斌宇 Shanghai Key Laboratory of Scalable Computing and Systems Institute of Parallel and Distributed Systems Shanghai Jiao Tong University Shanghai 200240 China
Many machine learning and data mining (MLDM] problems like recommendation, topic modeling, and medical diagnosis can be modeled as computing on bipartite graphs. However, inost distributed graph-parallel systems are ... 详细信息
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Partitioning the Conventional DBT System for Multiprocessors
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Journal of Computer Science & Technology 2011年 第3期26卷 474-490页
作者: 马汝辉 管海兵 朱二周 杨洪波 杨吟冬 梁阿磊 Shanghai Key Laboratory of Scalable Computing and Systems Department of Computer Science and Engineering Shanghai Jiao Tong University
Noticeable performance improvement via ever-increasing transistors is gradually trapped into a predicament since software cannot logically and efficiently utilize hardware resource, such as multi-core resource. This i... 详细信息
来源: 评论