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Open access Sep 2026

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...

Xin-Dong You, Kai Long, Zhao-Jun Wang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks

GraphFAS (Graph Feature Automated Selection), a distributed feature selection procedure based on Boruta that decouples feature aggregation from model training, enabling direct integration with tabular models and direct compatibility with TreeSHAPbased explanations.

Yi-Ce Luo, Yun Zhu, Xi Chen et al. · 0 citations

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