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Cunquan Qu

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#artificial intelligence Preprint Sep 2026

PEARL: Path-Entity Aligned Relational Learning with Contextual Subgraphs for Inductive Knowledge Graph Completion

PEARL is proposed, a Path-Entity Aligned Relational Learning framework that models paths as context-conditioned reasoning signals and employs a dual-view contrastive objective that promotes representation consistency under stochastic contextual perturbations.

Yun Yang, Longlong Li, Cunquan Qu · 0 citations