Your Temporal Link Predictor Is Blind to Who Is Active: A Missing Factor That Transfers Across Models
An interaction has two parts: someone decides to act, and then chooses whom to act on. Temporal link prediction has concentrated on the second, and we show that it is blind to the first by construction: a standard negative keeps the real source and swaps the destination, and we prove that this cancels the source's acti...
Ji Zhang, Zi-Xin Liu, Yi-Ran Ding et al.
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