Výsledky vyhledávání - "Chen, Xu‐Yang"

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MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification

Autor: Chen, Xu-Yang, Han, Lu, Zhan, De-Chuan, Ye, Han-Jia

Network traffic includes data transmitted across a network, such as web browsing and file transfers, and is organized into packets (small units of data) and flows (sequences of packets exchanged between two endpoints). Classifying encrypted traffic i

Externí odkaz: http://arxiv.org/abs/2412.15306

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Fast adiabatic preparation of multi-squeezed states by jumping along the path

Autor: Chen, Chuan, Lu, Jian-Yu, Chen, Xu-Yang, Wang, Zhen-Yu

Multi-squeezed states, also known as generalized squeezed states, are valuable quantum non-Gaussian resources, because they can feature non-classical properties such as large phase-space Wigner negativities. In this work, we introduce a novel shortcu

Externí odkaz: http://arxiv.org/abs/2405.15595

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SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Autor: Han, Lu, Chen, Xu-Yang, Ye, Han-Jia, Zhan, De-Chuan

Multivariate time series forecasting plays a crucial role in various fields such as finance, traffic management, energy, and healthcare. Recent studies have highlighted the advantages of channel independence to resist distribution drift but neglect c

Externí odkaz: http://arxiv.org/abs/2404.14197

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Learning Robust Precipitation Forecaster by Temporal Frame Interpolation

Autor: Han, Lu, Chen, Xu-Yang, Ye, Han-Jia, Zhan, De-Chuan

Recent advances in deep learning have significantly elevated weather prediction models. However, these models often falter in real-world scenarios due to their sensitivity to spatial-temporal shifts. This issue is particularly acute in weather foreca

Externí odkaz: http://arxiv.org/abs/2311.18341

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