A Topological Encoder Decoder Framework for Temporal Graph Learning
arXiv cs.AI · Ronan Buck, Kiarash Shamsi, Tran Gia Bao Ngo, Astrit Tola, Baris Coskunuzer, Cuneyt Gurcan Akcora ·
arXiv:2611.10385v1 Announce Type: new Abstract: Most temporal graph learning methods reduce future prediction to discriminative inference over past interactions, focusing on edges or node labels for a largely persistent set of nodes. This view breaks down when new nodes and edges appear, since the future graph…
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