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News/AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
arxiv
PublishedJune 15, 2026 at 4:00 AM
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AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning

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arXiv:2605.07121v2 Announce Type: replace Abstract: Temporal knowledge graphs (TKGs) represent time-stamped relational facts and support a wide range of reasoning tasks over evolving events. However, existing methods produce entity representations that are static at the entity level, in that each re

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