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检索条件"机构=Center for Data Science & National Engineering Laboratory for Big Data Analysis and Applications"
1072 条 记 录,以下是121-130 订阅
排序:
Grain: Improving data efficiency of graph neural networks via diversified influence maximization
arXiv
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arXiv 2021年
作者: Zhang, Wentao Yang, Zhi Wang, Yexin Shen, Yu Li, Yang Wang, Liang Cui, Bin School of EECS Key Laboratory of High Confidence Software Technologies Peking University Tencent Inc Center for Data Science Peking University National Engineering Laboratory for Big Data Analysis and Applications
data selection methods, such as active learning and core-set selection, are useful tools for improving the data efficiency of deep learning models on large-scale datasets. However, recent deep learning models have mov... 详细信息
来源: 评论
ROD: Reception-aware online distillation for sparse graphs
arXiv
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arXiv 2021年
作者: Zhang, Wentao Jiang, Yuezihan Li, Yang Sheng, Zeang Shen, Yu Miao, Xupeng Wang, Liang Yang, Zhi Cui, Bin School of EECS Key Laboratory of High Confidence Software Technologies Peking University Center for Data Science Peking University National Engineering Laboratory for Big Data Analysis and Applications Alibaba Group
Graph neural networks (GNNs) have been widely used in many graph-based tasks such as node classification, link prediction, and node clustering. However, GNNs gain their performance benefits mainly from performing the ... 详细信息
来源: 评论
On the Security of Smart Home Systems:A Survey
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Journal of Computer science & Technology 2023年 第2期38卷 228-247页
作者: 袁斌 万俊 吴宇晗 邹德清 金海 School of Cyber Science and Engineering Huazhong University of Science and TechnologyWuhan 430074China Hubei Key Laboratory of Distributed System Security Huazhong University of Science and Technology Wuhan 430074China Hubei Engineering Research Center on Big Data Security Huazhong University of Science and Technology Wuhan 430074China National Engineering Research Center for Big Data Technology and System Huazhong University of Science and TechnologyWuhan 430074China Services Computing Technology and System Lab Huazhong University of Science and TechnologyWuhan 430074China Shenzhen Huazhong University of Science and Technology Research Institute Shenzhen 518057China School of Computer Science and Technology Huazhong University of Science and TechnologyWuhan 430074China Cluster and Grid Computing Lab Huazhong University of Science and TechnologyWuhan 430074China
Among the plethora of IoT(Internet of Things)applications,the smart home is one of the ***,the rapid development of the smart home has also made smart home systems a target for ***,researchers have made many efforts t... 详细信息
来源: 评论
TA-MoE: topology-aware large scale mixture-of-expert training  22
TA-MoE: topology-aware large scale mixture-of-expert trainin...
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Proceedings of the 36th International Conference on Neural Information Processing Systems
作者: Chang Chen Min Li Zhihua Wu Dianhai Yu Chao Yang Center for Data Science Peking University School of Mathematics Sciences Peking University and National Engineering Laboratory for Big Data Analysis and Applications Peking University Baidu Inc. School of Mathematics Sciences Peking University and National Engineering Laboratory for Big Data Analysis and Applications Peking University and Institute for Computing and Digital Economy Peking University
Sparsely gated Mixture-of-Expert (MoE) has demonstrated its effectiveness in scaling up deep neural networks to an extreme scale. Despite that numerous efforts have been made to improve the performance of MoE from the...
来源: 评论
REncoder: A Space-Time Efficient Range Filter with Local Encoder  39
REncoder: A Space-Time Efficient Range Filter with Local Enc...
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39th IEEE International Conference on data engineering, ICDE 2023
作者: Wang, Ziwei Zhong, Zheng Guo, Jiarui Wu, Yuhan Li, Haoyu Yang, Tong Tu, Yaofeng Zhang, Huanchen Cui, Bin Peking University School of Computer Science National Engineering Laboratory for Big Data Analysis Technology and Application Beijing China Peng Cheng Laboratory Shenzhen China Zte Corporation Beijing China Tsinghua University Beijing China
A range filter is a data structure to answer range membership queries. Range queries are common in modern applications, and range filters have gained rising attention for improving the performance of range queries by ... 详细信息
来源: 评论
analysis of Factors Influencing Driver Lane-Changing Intentions Based on a Naturalistic Trajectory data Set on Highways  24
Analysis of Factors Influencing Driver Lane-Changing Intenti...
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24th COTA International Conference of Transportation Professionals: Resilient, Intelligent, Connected, and Lowcarbon Multimodal Transportation, CICTP 2024
作者: Wang, Guangchen Lu, Guangquan Wang, Jinghua Liu, Miaomiao School of Transportation Science and Engineering Beihang Univ. Beijing China Beijing Key Laboratory for Cooperative Vehicle Infrastructure Systems and Safety Control National Engineering Laboratory for Comprehensive Transportation Big Data Application Technology Beijing Advanced Innovation Center for Big Data and Brain Computing Beihang Univ. Beijing China
Accurately analyzing and predicting driver lane-changing intentions is of paramount importance, as it significantly enhances the safety of self-driving vehicles in their decision-making processes, holding great promis... 详细信息
来源: 评论
A Person-job Matching Method Based on BM25 and Pre-trained Language Model  23
A Person-job Matching Method Based on BM25 and Pre-trained L...
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Proceedings of the 2023 6th International Conference on Machine Learning and Natural Language Processing
作者: Jiaqi Tang Heyun Chen Zifan Chen Jiahua Pan Yijiang He Jie Zhao Zhen Li PKU-Changsha Institute for Computing and Digital Economy China Center for Data Science Peking University China National Engineering Laboratory for Big Data Analysis and Applications Peking University China
To address the inefficiency of traditional methods for person-job matching and the lack of interpretability of deep learning approaches, a novel approach for person-job matching based on BM25 and pre-trained language ... 详细信息
来源: 评论
Dynamic Shortest Path Monitoring in Spatial Networks
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Journal of Computer science & Technology 2016年 第4期31卷 637-648页
作者: Shuo Shang Lisi Chen Zhe-Wei Wei Dan-Huai Guo Ji-Rong Wen State Key Laboratory of Software Development Environment Beijing 100191 China Department of Computer Science China University of Petroleum Beijing 102249 China School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore Beijing Key Laboratory of Big-Data Management and Analysis Methods Renmin University of China Beijing 100080 China Computer Network Information Center Chinese Academy of Sciences Beijing 100190 China
With the increasing availability of real-time traffic information, dynamic spatial networks are pervasive nowa- days and path planning in dynamic spatial networks becomes an important issue. In this light, we propose ... 详细信息
来源: 评论
Design and Force Control analysis of a Novel Waist Massage Instrument
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Recent Patents on Mechanical engineering 2023年 第4期16卷 296-307页
作者: Xie, Shenglong Liu, Zijing Zhang, Liangan Wan, Yanjian Key Laboratory of Intelligent Manufacturing Quality Big Data Tracking and Analysis of Zhejiang Province China Jiliang University Zhejiang Hangzhou310018 China Anhui Engineering Research Center for Intelligent Applications and Security of Industrial Internet Anhui University of Technology Anhui Ma’anshan243032 China School of Mechanical Engineering Anhui University of Technology Anhui Ma’anshan243000 China
Background: There is a shortage of rehabilitation doctors and treatment equipment for patients with lumbar spondylosis. Therefore, a waist massage instrument (WMI) is designed to help patients alle-viate lumbar pain. ... 详细信息
来源: 评论
SSR: Joint Optimization of Recommendation and Adaptive Bitrate Streaming for Short-form Video Feed
SSR: Joint Optimization of Recommendation and Adaptive Bitra...
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International Conference on Mobile Ad-hoc and Sensor Networks, MSN
作者: Dezhi Ran Yuanxing Zhang Wenhan Zhang Kaigui Bian School of Electronics Engineering and Computer Science Peking University Beijing China National Engineering Laboratory for Big Data Analysis and Applications Beijing China
Short-form video feed has become one of the most popular ways for billions of users to interact with content, where users watch short-form videos of a few seconds one-by-one in a session. The common solution to improv... 详细信息
来源: 评论