54 citations · 172 across the 15 of their papers we have counts for
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cs.LG2022★ 4 cited
Transformers over Directed Acyclic Graphs
Yuankai Luo, Veronika Thost, Lei Shi
Transformer models have recently gained popularity in graph representation learning as they have the potential to learn complex relationships beyond the ones captured by regular gr…
cs.LG2022★ 18 cited
Data-Efficient Graph Grammar Learning for Molecular Generation
Minghao Guo, Veronika Thost, Beichen Li +3
The problem of molecular generation has received significant attention recently. Existing methods are typically based on deep neural networks and require training on large datasets…