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ID: dynamicnetworks
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Embedding Dynamic Attributed Networks by Modeling the Evolution Processes
AbstractNetwork embedding has recently emerged as a promising technique to embed nodes of a network into low-dimensional vectors. While fairly successful, most existing works focus on the embedding techniques for …...
PAD-Net: An Efficient Framework for Dynamic Networks
AbstractDynamic networks, e.g., Dynamic Convolution (DY-Conv) and the Mixture of Experts (MoE), have been extensively explored as they can considerably improve the model’s representation power with acceptable computational cost. The …...