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检索条件"机构=Center for Data Science & National Engineering Laboratory for Big Data Analysis and Applications"
1077 条 记 录,以下是151-160 订阅
排序:
Modular Extremely Large-Scale Array Communication:Near-Field Modelling and Performance analysis
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China Communications 2023年 第4期20卷 132-152页
作者: Xinrui Li Haiquan Lu Yong Zeng Shi Jin Rui Zhang National Mobile Communications Research Laboratory Frontiers Science Center for Mobile Information Communication and SecuritySoutheast UniversityNanjing 210096China Purple Mountain Laboratories Nanjing 211111China The Chinese University of Hong Kong Shenzhen Research Institute of Big DataShenzhen 518172China Department of Electrical and Computer Engineering National University of SingaporeSingapore 117583Singapore
This paper investigates the wireless communication with a novel architecture of antenna arrays,termed modular extremely large-scale array(XLarray),where array elements of an extremely large number/size are regularly m... 详细信息
来源: 评论
Multi-scale cyclical similarity prototype refinement for few-shot breast ultrasound image segmentation  17
Multi-scale cyclical similarity prototype refinement for few...
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17th IEEE International Conference on Signal Processing, ICSP 2024
作者: Ou, Yingfeng Yang, Xing Zhang, Jian Jian, Caiqing Wang, Lihui College of Computer Science and Technology Guizhou University Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province State Key Laboratory of Public Big Data Engineering Research Center of Text Computing Ministry of Education Guiyang China
Few-shot learning based methods can address the reliance on large-scale labeled samples in current breast tumor segmentation. However, previous methods typically rely on a few support samples to extract abstract, coar... 详细信息
来源: 评论
Mean-field theory for the Nagel-Schreckenberg model with overtaking strategy  5
Mean-field theory for the Nagel-Schreckenberg model with ove...
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5th International Workshop on Statistical Physics and Mathematics for Complex Systems, SPMCS 2017
作者: Su, Zhu Deng, Weibing Han, Jihui Li, Wei Cai, Xu National Engineering Laboratory for Technology of Big Data Applications in Education Central China Normal University Wuhan China Complexity Science Center Institute of Particle Physics Central China Normal University Wuhan China School of Computer and Communication Engineering Zhengzhou University of Light Industry Zhengzhou China
Based on the Nagel-Schreckenberg (NS) model with periodic boundary conditions, a modified model considered overtaking strategy (NSOS) has been proposed [1, 2]. In this paper, we focus on the theoretical analysis of tr... 详细信息
来源: 评论
Model Degradation Hinders Deep Graph Neural Networks
arXiv
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arXiv 2022年
作者: Zhang, Wentao Sheng, Zeang Yin, Ziqi Jiang, Yuezihan Xia, Yikuan Gao, Jun Yang, Zhi Cui, Bin School of CS & Key Laboratory of High Confidence Software Technologies Peking University China Center for Data Science Peking University National Engineering Laboratory for Big Data Analysis and Applications China Beijing Institute of Technology China
Graph Neural Networks (GNNs) have achieved great success in various graph mining tasks. However, drastic performance degradation is always observed when a GNN is stacked with many layers. As a result, most GNNs only h... 详细信息
来源: 评论
RIM: reliable influence-based active learning on graphs  21
RIM: reliable influence-based active learning on graphs
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Proceedings of the 35th International Conference on Neural Information Processing Systems
作者: Wentao Zhang Yexin Wang Zhenbang You Meng Cao Ping Huang Jiulong Shan Zhi Yang Bin Cui School of CS Peking University and Apple School of CS Peking University Apple School of CS Peking University and National Engineering Laboratory for Big Data Analysis and Applications School of CS Peking University and National Engineering Laboratory for Big Data Analysis and Applications and Institute of Computational Social Science Peking University (Qingdao) China
Message passing is the core of most graph models such as Graph Convolutional Network (GCN) and Label Propagation (LP), which usually require a large number of clean labeled data to smooth out the neighborhood over the...
来源: 评论
Application of machine learning in ocean data
Application of machine learning in ocean data
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作者: Lou, Ranran Lv, Zhihan Dang, Shuping Su, Tianyun Li, Xinfang Qingdao China Laboratory for Regional Oceanography and Numerical Modeling Pilot National Laboratory for Marine Science and Technology Qingdao China Marine Data and Information Center The First Institute of Oceanography MNR Qingdao China National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology Qingdao China Thuwal Saudi Arabia
In recent years, machine learning has become a hot research method in various fields and has been applied to every aspect of our life, providing an intelligent solution to problems that could not be solved or difficul... 详细信息
来源: 评论
FedLGMatch: Federated semi-supervised learning via joint local and global pseudo labeling
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Knowledge-Based Systems 2025年 320卷
作者: Zhao, Qing Chu, Jielei Li, Zhaoyu Huang, Wei Luo, Zhipeng Li, Tianrui School of Computing and Artificial Intelligence Southwest Jiaotong University Chengdu611756 China Engineering Research Center of Sustainable Urban Intelligent Transportation Ministry of Education Chengdu611756 China National Engineering Laboratory of Integrated Transportation Big Data Application Technology Southwest Jiaotong University Chengdu611756 China Manufacturing Industry Chains Collaboration and Information Support Technology Key Laboratory of Sichuan Province Southwest Jiaotong University Chengdu611756 China China Railway Engineering Group Limited Beijing100039 China China Railway Eryuan Engineering Group Co. Ltd. Sichuan Chengdu610031 China College of Computer and Data Science Fuzhou University China
The bulk of existing Federated Learning (FL) algorithms pay attention to supervised setting and assume that clients have fully labeled data. However, it may be impractical for all clients to obtain plenty of labels du... 详细信息
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Bayesian Optimization of Double-SAC Robotic Arm Path Planning Using Recent Prioritized Experience Replay  5
Bayesian Optimization of Double-SAC Robotic Arm Path Plannin...
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5th World Robot Conference Symposium on Advanced Robotics and Automation, WRC SARA 2023
作者: Yuan, Shuai Wen, Ke Zhang, Feng Xiong, Jianqiang Shenyang Jianzhu University Liaoning Province Big Data Management and Analysis Laboratory of Urban Construction Shenyang Branch of National Special Computer Engineering Technology Research Center School of Computer Science and Engineering Shengyang110168 China Shenyang Jianzhu University School of Electrical and Control Engineering Shengyang110168 China
As for the path planning of robotic arms, Deep Reinforcement Learning (DRL) algorithms have recently been developed. However, the high-dimensional action space and state space will result in reward sparsity and low tr... 详细信息
来源: 评论
A hybrid modeling approach incorporating physical modeling and deep learning for multiphase flow simulation  84
A hybrid modeling approach incorporating physical modeling a...
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84th EAGE Annual Conference and Exhibition
作者: Wang, Y. Zhang, J. Du, S. Yan, B. Song, H. Wang, J. Xie, C. China Texas A&M University United States University of Science and Technology Beijing China National & Local Joint Engineering Laboratory for Big-Data Analysis and Computing Technology King Abdullah University of Science and Technology Saudi Arabia Computer Network Information Center Chinese Academy of Sciences China
Multiphase flows are of great importance for the sustainable utilization of geological resources and ecological protection. Numerical simulation, as a general and powerful approach for multiphase flow modeling, faces ... 详细信息
来源: 评论
A Cooperative Transmission Strategy with Relay-Assisted for Frequency Regulation Service in Virtual Power Plants
A Cooperative Transmission Strategy with Relay-Assisted for ...
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IEEE General Meeting Power& Energy Society
作者: Pei Liu Jianxiao Wang Qinglai Guo Cheng Feng Yuqian Zhang Qi Wang Department of Electrical Engineering Tsinghua University Beijing China National Engineering Laboratory for Big Data Analysis and Applications Peking University Beijing China
Virtual power plant (VPP) responds to dynamic changes in the system by aggregating distributed energy resources (DERs). The massive DERs rely on a reliable communication network system to realize high-frequency inform... 详细信息
来源: 评论