Publications

Network Interdiction Goes Neural featured image

Network Interdiction Goes Neural

Solving Network Interdiction Problems with Graph Neural Networks

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Lei Zhang
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Unifying Spectral and Spatial Graph Neural Networks featured image

Unifying Spectral and Spatial Graph Neural Networks

Explore state-of-the-art GNNs and present a comprehensive framework that bridges the spatial and spectral domains, clarifying their interrelationship

Zhiqian Chen
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Infinitely Deep Graph Transformation Networks featured image

Infinitely Deep Graph Transformation Networks

Deep Equilibrium Model for Node-Edge Co-Evolution Graph Neural Network

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Lei Zhang
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Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation featured image

Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation

Neural architecture search + echo-state encoder

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Lei Zhang
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