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Guiquan Sun

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#machine learning Preprint May 2025

HERO: Preserving Structure and Semantics in Heterogeneous Continual Graph Learning

Heterogeneous continual graph learning framework HERO is introduced, a heterogeneous continual graph learning framework that preserves historical knowledge at both structural and semantic levels while adapting to incoming tasks and aligns task-conditioned predictions and heterogeneous semantic responses through multi-l...

Guiquan Sun, Xikun Zhang, Jingchao Ni et al. · 1 citation

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