Frequency-Modulated Spiral Manifold: A Model for Temporal Knowledge Graph Completion
The Frequency-Modulated Spiral Manifold model, which includes a relation-adaptive spectral partition and relation-dimension gate for fusing long- and short-term relation channels, is proposed, which is a phase-conditioned spectral-geometric representation that separates recurring temporal facts while retaining multi-sc...