343 citations · 533 across the 25 of their papers we have counts for
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cs.SI2018
Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars
Xinyi Wang, Salvador Aguinaga, Tim Weninger +1
Recent work in graph models has found that probabilistic hyperedge replacement grammars (HRGs) can be extracted from graphs and used to generate new random graphs with graph proper…
cs.SI2018
Learning Hyperedge Replacement Grammars for Graph Generation
Salvador Aguinaga, David Chiang, Tim Weninger
The discovery and analysis of network patterns are central to the scientific enterprise. In the present work, we developed and evaluated a new approach that learns the building blo…