Weisfeiler-Lehman
PulseAugur coverage of Weisfeiler-Lehman — every cluster mentioning Weisfeiler-Lehman across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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HERALD framework improves graph condensation for heterophilic data
A new framework called HERALD has been developed for graph condensation, a process that creates a smaller graph to represent a larger one while maintaining performance on downstream tasks. Unlike previous methods that a…
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New BiScale-GTR framework enhances molecular representation learning
Researchers have introduced BiScale-GTR, a novel self-supervised framework for molecular representation learning. This approach utilizes context-grounded shared fragment tokens, where a graph Byte Pair Encoding (graph-B…
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Topological Neural Networks gain unified framework with CCWL test
Researchers have introduced the Combinatorial Complex Weisfeiler-Lehman (CCWL) test, a novel framework designed to unify and enhance topological deep learning. This new test extends the Weisfeiler-Lehman test to combina…