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05/17/2023
SIMGA: A Simple and Effective Heterophilous Graph Neural Network with Efficient Global Aggregation
Graph neural networks (GNNs) realize great success in graph learning but...
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02/03/2023
Android OS Privacy Under the Loupe – A Tale from the East
China is currently the country with the largest number of Android smartp...
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08/03/2022
MTGFlow: Unsupervised Multivariate Time Series Anomaly Detection via Dynamic Graph and Entity-aware Normalizing Flow
Multivariate time series anomaly detection has been extensively studied ...
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03/04/2022
TransMUSE: Transferable Traffic Prediction in MUlti-Service EdgeNetworks
The Covid-19 pandemic has forced the workforce to switch to working from...
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02/20/2022
NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks
Machine Learning (ML) techniques are increasingly adopted to tackle ever...
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09/18/2021
Toward Efficient Federated Learning in Multi-Channeled Mobile Edge Network with Layerd Gradient Compression
A fundamental issue for federated learning (FL) is how to achieve optima...
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03/17/2021
Fairness-aware Outlier Ensemble
Outlier ensemble methods have shown outstanding performance on the disco...
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11/17/2017