Yingsong Ning

DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning

Temporal knowledge graph (TKG) reasoning, a central task in temporal knowledge representation, focuses on predicting future facts by leveraging historical temporal contexts. However, current approaches face two major challenges: limited generalization to unseen facts and insufficient interpretabilit