ROLAND: Graph Learning Framework for Dynamic Graphs

Proc. KDD, 2022
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Bibliographic Information

TitleROLAND: Graph Learning Framework for Dynamic Graphs
AuthorsJiaxuan You, Tianyu Du, Jure Leskovec
VenueProc. KDD
Year2022
Linkhttps://dl.acm.org/doi/10.1145/3534678.3539300

Summary

Converts static GNNs to dynamic via live-update scheme. STRATA's incremental edge addition could be combined with ROLAND's paradigm for joint distance maintenance and representation learning on evolving graphs.