Denoising the Future: Context-Aware Spectral Diffusion for Temporal Knowledge Graph Extrapolation

Yanglei Gan, Peng He, Run Lin +3

Temporal Knowledge Graph (TKG) extrapolation seeks to infer future facts from time-varying relational histories. Recent diffusion-based approaches improve uncertainty modeling thro…