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03/26/2023
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis
Graph neural networks (GNNs) have been utilized to create multi-layer gr...
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09/13/2022
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling
Recent pre-trained language models (PLMs) achieved great success on many...
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12/18/2020
A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games
This work investigates the problem of multi-agents trajectory prediction...
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08/20/2020
PicoDomain: A Compact High-Fidelity Cybersecurity Dataset
Analysis of cyber relevant data has become an area of increasing focus. ...
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12/10/2018