KnowsTFM adapts small TabPFN- and TabICL-style models with knowledge-graph structural attention priors and low-rank updates, yielding gains in specialist tabular tasks but marginal benefits on general tasks.
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KnowsTFM: Knowledge-Informed Fine-Tuning of Small Tabular Foundation Models
KnowsTFM adapts small TabPFN- and TabICL-style models with knowledge-graph structural attention priors and low-rank updates, yielding gains in specialist tabular tasks but marginal benefits on general tasks.