Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: GraphNVP: An Invertible Flow Model for Generating Molecular Graphs   We propose GraphNVP, the first invertible, normalizing flow-based molecular
graph generation model. We decompose the generation of a graph into two steps:
generation of (i) an adjacency tensor and (ii) node attributes. This
decomposition yields the exact likelihood maximization on graph-structured
data, combined with two novel reversible flows. We empirically demonstrate that
our model efficiently generates valid molecular graphs with almost no
duplicated molecules. In addition, we observe that the learned latent space can
be used to generate molecules with desired chemical properties.

20
The categories of this paper are: acc-phys
13
The categories of this paper are: quant-ph
17
The categories of this paper are: q-fin
2
The categories of this paper are: math
7
The categories of this paper are: hep-th
18
The categories of this paper are: econ
27
The categories of this paper are: comp-gas
29
The categories of this paper are: funct-an
9
The categories of this paper are: nlin
0
The categories of this paper are: hep-ph
14
The categories of this paper are: math-ph
34
The categories of this paper are: chem-ph
37
The categories of this paper are: supr-con
35
The categories of this paper are: mtrl-th
10
The categories of this paper are: q-bio
3
The categories of this paper are: physics