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event forecasting 1group attention 1neural hawkes process 1quantile regression 1temporal knowledge graphs 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

GAttNHP: Group Attention Neural Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs

Xiangni Tian, Kaixian Yu, Runpeng Dai +2

The paper proposes GAttNHP, a model that combines self‑attention encoding, soft grouping of Hawkes process priors, and non‑crossing quantile regression to better forecast future ev…