8 citations · 10 across the 4 of their papers we have counts for
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cs.DB2021★ 1 cited
Stable Tuple Embeddings for Dynamic Databases
Jan Toenshoff, Neta Friedman, Martin Grohe +1
We study the problem of computing an embedding of the tuples of a relational database in a manner that is extensible to dynamic changes of the database. In this problem, the embedd…
cs.LG2021★ 1 cited
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf +1
We propose CRaWl, a novel neural network architecture for graph learning. Like graph neural networks, CRaWl layers update node features on a graph and thus can freely be combined o…