Arbitrary-Order Proximity Preserved Network Embedding

Proc. 24th ACM SIGKDD, pp. 2778-2786, 2018
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Bibliographic Information

TitleArbitrary-Order Proximity Preserved Network Embedding
AuthorsZiwei Zhang et al.
VenueProc. 24th ACM SIGKDD, pp. 2778-2786
Year2018
Linkhttps://dl.acm.org/doi/10.1145/3219819.3220100

Summary

Defines arbitrary-order proximity for network embedding using powers of the adjacency matrix. Computing k-order proximity efficiently is a core operation that STRATA accelerates via incremental reachability computation.