6ef586bdf0af0b609b1d0386a3ce0e4b-Paper-Conference.pdf

Wepropose anend-to-end machine learning based approach for topological ordering using an encoder-decoder framework. Our encoder is a novel attention based graph neural network architecture called Topoformer which uses different topological transforms of a DAG for message passing.