Výsledky vyhledávání - "Chen, Fuxing"

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System Symmetry and the Classification of Out-of-Time-Ordered Correlator Dynamics in Quantum Chaos

Autor: Chen, Fuxing, Fang, Ping

The symmetry of chaotic systems plays a pivotal role in determining the universality class of spectral statistics and dynamical behaviors, which can be described within the framework of random matrix theory. Understanding the influence of system symm

Externí odkaz: http://arxiv.org/abs/2410.04712

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Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation

Autor: Finamore, Alessandro, Wang, Chao, Krolikowski, Jonatan, Navarro, Jose M., Chen, Fuxing, Rossi, Dario

Over the last years we witnessed a renewed interest toward Traffic Classification (TC) captivated by the rise of Deep Learning (DL). Yet, the vast majority of TC literature lacks code artifacts, performance assessments across datasets and reference c

Externí odkaz: http://arxiv.org/abs/2309.09733

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Cross-network transferable neural models for WLAN interference estimation

Autor: Fernandes, Danilo Marinho, Krolikowski, Jonatan, Houidi, Zied Ben, Chen, Fuxing, Rossi, Dario

Airtime interference is a key performance indicator for WLANs, measuring, for a given time period, the percentage of time during which a node is forced to wait for other transmissions before to transmitting or receiving. Being able to accurately esti

Externí odkaz: http://arxiv.org/abs/2211.14026

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A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification

Autor: Fauvel, Kevin, Chen, Fuxing, Rossi, Dario

Traffic classification, i.e. the identification of the type of applications flowing in a network, is a strategic task for numerous activities (e.g., intrusion detection, routing). This task faces some critical challenges that current deep learning ap

Externí odkaz: http://arxiv.org/abs/2202.05535

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