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Jia-Yin Lyu

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#artificial intelligence Preprint Sep 2026

MindTopo: Can Foundation Models Reason in Topological Space?

Spatial reasoning depends not only on metric properties such as distance, angle, and shape, but also on topological relations that remain invariant under continuous deformation. Cognitive science identifies these relations as foundational to spatial understanding, yet foundation-model evaluations largely focus on metri...

Yun-Fei Ge, An-Bang Liu, Qineng Wang et al. · 0 citations

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