Mutag Dataset
PulseAugur coverage of Mutag Dataset — every cluster mentioning Mutag Dataset across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Graph Neural Network explanations lack canonicality due to input symmetries
A new research paper explores a fundamental issue in explaining Graph Neural Networks (GNNs), specifically how their explanations can be non-canonical due to input symmetries. The study highlights that gradient-based GN…
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Graph tools boost small language model molecular prediction accuracy by up to 74%
A new arXiv paper introduces a Context-Augmented Prompting framework designed to enhance the molecular property prediction capabilities of small language models (SLMs). This framework enables SLMs to utilize external to…
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New PALACE and PLACE methods offer certified classification for point clouds and graphs
Researchers have developed PALACE, a data-adaptive system for classifying point clouds and graphs using persistent homology. PALACE builds upon the PLACE pipeline, offering closed-form guarantees and achieving strong em…