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检索条件"机构=Frost Institute for Data Science and Computing"
36 条 记 录,以下是1-10 订阅
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Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning  59
Joint Optimization of Model Splitting and Device Task Assign...
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59th Annual Conference on Information sciences and Systems, CISS 2025
作者: Wei, Dongyu Zhang, Qianqian Liu, Yuchen Chen, Mingzhe Rowan University Department of Electrical and Computer Engineering GlassboroNJ08028 United States Nc State University Department of Computer Science RaleighNC27695 United States University of Miami Department of Electrical and Computer Engineering Coral GablesFL33146 United States University of Miami Frost Institute for Data Science and Computing Coral GablesFL33146 United States
In this paper, a deceptive signal-assisted private split learning is investigated. In our model, several edge devices jointly perform collaborative training, and some eavesdroppers aim to collect the model and data in... 详细信息
来源: 评论
RIS-Assisted Passive Localization (RAPL): An Efficient Zero-Overhead Framework Using Conditional Sample Mean
arXiv
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arXiv 2025年
作者: Yao, Jiawei Mao, Yijie Chen, Mingzhe Hu, Ye School of Information Science and Technology ShanghaiTech University Shanghai201210 China Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States Department of Industrial and Systems Engineering University of Miami Coral GablesFL33146 United States
Reconfigurable Intelligent Surface (RIS) has been recognized as a promising solution for enhancing localization accuracy. Traditional RIS-based localization methods typically rely on prior channel knowledge, beam scan... 详细信息
来源: 评论
Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning
Joint Optimization of Model Splitting and Device Task Assign...
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Annual Conference on Information sciences and Systems (CISS)
作者: Dongyu Wei Qianqian Zhang Yuchen Liu Mingzhe Chen Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA Department of Electrical and Computer Engineering Rowan University Glassboro NJ USA Department of Computer Science NC State University Raleigh NC USA Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA
In this paper, a deceptive signal-assisted private split learning is investigated. In our model, several edge devices jointly perform collaborative training, and some eavesdroppers aim to collect the model and data in... 详细信息
来源: 评论
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks
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IEEE Internet of Things Journal 2025年
作者: Yu, Hanzhi Liu, Yuchen Yang, Zhaohui Sun, Haijian Chen, Mingzhe University of Miami Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing Coral GablesFL33146 United States North Carolina State University Department of Computer Science RaleighNC27695 United States Zhejiang University College of Information Science and Electronic Engineering Hangzhou310027 China University of Georgia School of Electrical and Computer Engineering AthensGA30602 United States
In this paper, we investigate an accurate synchronization between a physical network and its digital network twin (DNT), which serves as a virtual representation of the physical network. The considered network include... 详细信息
来源: 评论
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks
arXiv
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arXiv 2025年
作者: Yu, Hanzhi Liu, Yuchen Yang, Zhaohui Sun, Haijian Chen, Mingzhe Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States Department of Computer Science North Carolina State University RaleighNC27695 United States College of Information Science and Electronic Engineering Zhejiang University Hangzhou310027 China School of Electrical and Computer Engineering University of Georgia AthensGA30602 United States
In this paper, we investigate an accurate synchronization between a physical network and its digital network twin (DNT), which serves as a virtual representation of the physical network. The considered network include... 详细信息
来源: 评论
Continual Reinforcement Learning for Digital Twin Synchronization Optimization
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IEEE Transactions on Mobile computing 2025年
作者: Tong, Haonan Chen, Mingzhe Zhao, Jun Hu, Ye Yang, Zhaohui Liu, Yuchen Yin, Changchuan Beijing University of Posts and Telecommunications Beijing Key Laboratory of Network System Architecture and Convergence Beijing Advanced Information Network Laboratory Beijing China College of Computing and Data Science Singapore University of Miami Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing Coral Gables33146 United States University of Miami Department of Industrial and Systems Engineering Coral Gables33146 United States Zhejiang University College of Information Science and Electronic Engineering Hangzhou310027 China North Carolina State University Department of Computer Science RaleighNC27695 United States Beijing Key Laboratory of Network System Architecture and Convergence China Beijing University of Posts and Telecommunications Beijing Advanced Information Network Laboratory Beijing100876 China
This article investigates the adaptive resource allocation scheme for digital twin (DT) synchronization optimization over dynamic wireless networks. In our considered model, a base station (BS) continuously colle... 详细信息
来源: 评论
Reduction of air-sea momentum flux due to whitecap residual foam observed during a laboratory experiment
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Scientific Reports 2025年 第1期15卷 1-12页
作者: Meng Lyu Henry Potter Peisen Tan Brian K. Haus Milan Curcic Xin Yang Department of Oceanography College of Art and Science Texas A&M University College Station TX USA Atmospheric and Earth Science Rosenstiel School of Marine University of Miami Miami FL USA Frost Institute for Data Science and Computing University of Miami Coral Gables Florida USA
Whitecap foam, created by breaking waves, is a ubiquitous ocean surface feature. Full understanding of its role in the air-sea interaction is crucial for precise momentum flux parameterization which directly influence...
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Continual Reinforcement Learning for Digital Twin Synchronization Optimization
arXiv
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arXiv 2025年
作者: Tong, Haonan Chen, Mingzhe Zhao, Jun Hu, Ye Yang, Zhaohui Liu, Yuchen Yin, Changchuan The Beijing Key Laboratory of Network System Architecture and Convergence The Beijing Advanced Information Network Laboratory Beijing University of Posts and Telecommunications Beijing China Singapore The Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States The Department of Industrial and Systems Engineering University of Miami Coral GablesFL33146 United States The College of Information Science and Electronic Engineering Zhejiang University Zhejiang Hangzhou310027 China The Department of Computer Science North Carolina State University RaleighNC27695 United States The Beijing Key Laboratory of Network System Architecture and Convergence China The Beijing Advanced Information Network Laboratory Beijing University of Posts and Telecommunications Beijing100876 China
This article investigates the adaptive resource allocation scheme for digital twin (DT) synchronization optimization over dynamic wireless networks. In our considered model, a base station (BS) continuously collects f... 详细信息
来源: 评论
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports
Improving VTE Identification through Adaptive NLP Model Sele...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Deng, Jamie Wu, Yusen Hayssen, Hilary Englum, Brain Kankaria, Aman Mayorga-Carlin, Minerva Sahoo, Shalini Sorkin, John Lal, Brajesh Yesha, Yelena Nguyen, Phuong University of Miami Frost Institute for Data Science & Computing FL United States University of Maryland School of Medicine MD United States
Rapid and accurate identification of Venous thromboembolism (VTE), a severe cardiovascular condition including deep vein thrombosis (DVT) and pulmonary embolism (PE), is important for effective treatment. Leveraging N... 详细信息
来源: 评论
Improving Audience Ratings Prediction of Japanese TV Dramas Using Knowledge-Based Embeddings  23
Improving Audience Ratings Prediction of Japanese TV Dramas ...
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23rd IEEE International Conference on Machine Learning and Applications, ICMLA 2024
作者: Bonnell, Jerry Wuchty, Stefan Ogihara, Mitsunori Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States University of Miami Department of Computer Science Coral GablesFL33146 United States
Accurate prediction of television (TV) audience ratings is a crucial technology for advertisers and broadcast-ers, which influences advertising costs and indicates program popularity. As for Japanese TV dramas, previo... 详细信息
来源: 评论