MvTuckER: Multi-view knowledge graphs representation learning based on tensor tucker model

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Hao Wang, Jing Yang, Laurence T. Yang, Yuan Gao, Jihong Ding, Xiaokang Zhou, Huazhong Liu

Published: 2024, Last Modified: 12 Nov 2025Inf. Fusion 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The various views are treated equally and encoded into a unified latent space.•Easily migrate to other views and introduce more views.•Low-rank approximation of core tensor guarantees support for largerscale KGs.•Fully expressive for the multi-view KGs, and interpretability.