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Sonali Pandey

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Open access 2026

Training-Free Cross-Domain Learning Transfer in Reasoning Models

Results demonstrate that explicit structural pattern matching can enable zero-shot cross-domain reasoning transfer without target-domain labels or model-weight updates, and show that the improvement comes from the combination of graph-based abstraction, WL-kernel structural retrieval, and verifier-controlled selective...

Sonali Pandey, V. K. Madisetti · 0 citations

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