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Among other implications, this establishes that popular embedding techniques such as singular value decomposition and node2vec fail to capture significant structural aspects of real-world complex networks. Furthermore, we empirically study a number of different embedding techniques based on dot product, and show that they all fail to capture the triangle structure. Copyright © 2020 the Author(s). Published by PNAS.Virus replication requires critical interactions between viral proteins and cellular proteins that mediate many aspects of