@article{DBLP:journals/pami/SchnakeELNSMM22, author = {Thomas Schnake and Oliver Eberle and Jonas Lederer and Shinichi Nakajima and Kristof T. Sch{\"{u}}tt and Klaus{-}Robert M{\"{u}}ller and Gr{\'{e}}goire Montavon}, title = {Higher-Order Explanations of Graph Neural Networks via Relevant Walks}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {11}, pages = {7581--7596}, year = {2022} }