Mitigating Heterogeneity in Factor Tensors for Improved Temporal Knowledge Graph Embedding

Heterogeneity among factor tensors in tensor decomposition significantly hinders the tensor fusion process and limits the performance of temporal knowledge graph embedding models. Mapping factor tensors onto a unified Lie group manifold can mitigate this heterogeneity and enhance the tensor decomposition based temporal knowledge graph embedding.