39717429762da92201a750dd03386920-Supplemental-Conference.pdf

Previous structural inference methods, such as NRI, fNRI and ACD, are good at eliminatingAU intheinference results. However,asshowninFigure 3,thesemethodsmayfalsely reconstruct the structure with indirect connections. Itisinteresting that the indirect connections resulted from the transmission of signals between nodes. However,this does not conform tothe future state prediction. Yet node1 can only affect node3 through node2, which results in a superposition of functions: f(f()). B.1 ImplementationdetailsofiSIDG We summarize the described architecture of iSIDG and present the pipeline of training iSIDG in Algorithm1.