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LoGIC: Budgeted Context Construction for Node-Level Graph In-Context Learning with Tabular Foundation Models

arXiv cs.LG ↗ · 2026-09-10 Cached

LoGIC introduces budgeted context construction for node-level graph in-context learning, optimizing labeled and unlabeled node selection to reduce memory usage and enable scalable inference on large graphs.

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