Modeling and exploring high-order connectivity patterns, also called network motifs, are essential for understanding the fundamental structures that control mediate behavior of many complex systems. For example, in social networks, triangles have been proven to play role communities; online transaction detecting directed looped transactions helps identify money laundering activities; personally...