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Fang-Wei Ning

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#artificial intelligence Preprint Sep 2026

OmniHarness: Harnessing Generalizable Visual Generation via Symbolic Policy Learning

OmniHarness is introduced, a framework for generalizable visual generation via symbolic policy learning that abstracts verified executions into symbolic policies for visual generation task families, capturing shared procedures and applicability conditions while removing instance-specific inputs.

Xun Xu, Jin-Xiu Liu, Zhang-Bo Qiao et al. · 1 citation