1 code implementation • 7 Feb 2022 • Yilin He, Chaojie Wang, Hao Zhang, Bo Chen, Mingyuan Zhou
This paper introduces a graph generative process to model how the observed edges are generated by aggregating the node interactions over a set of overlapping node communities, each of which contributes to the edges via a logical OR mechanism.
no code implementations • 29 Sep 2021 • Yilin He, Chaojie Wang, Hao Zhang, Bo Chen, Mingyuan Zhou
In this paper, we introduce a relational graph generative process to model how the observed edges are generated by aggregating the node interactions over multiple overlapping node communities, each of which represents a particular type of relation that contributes to the edges via a logical OR mechanism.