Youfang Lin

CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Reasoning future unknowable facts on temporal knowledge graphs (TKGs) is a challenging task, holding significant academic and practical values for various fields. Existing studies exploring explainable reasoning concentrate on modeling comprehensible temporal paths relevant to …