Siamese Graph Neural Network
PulseAugur coverage of Siamese Graph Neural Network — every cluster mentioning Siamese Graph Neural Network across labs, papers, and developer communities, ranked by signal.
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New ProtoGuide framework enhances class-conditional graph generation
Researchers have developed ProtoGuide, a novel framework for class-conditional graph generation using discrete diffusion models. This post-hoc method is backbone-agnostic and guides the generation process by steering a …
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Siamese GNN predicts subgroup relations with 95.9% accuracy
Researchers have developed a Siamese Graph Neural Network (Siamese GNN) to predict subgroup relations in finite groups. This model represents groups as Cayley graphs and generates embeddings, which are then combined wit…
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Siamese GNN predicts finite group subgroup relations with 95.9% accuracy
Researchers have developed a Siamese Graph Neural Network (Siamese GNN) to predict subgroup relations in finite groups. The model uses Cayley graphs to represent groups and generates embeddings that are combined with al…