NDProp learns decision heuristics via neural networks and fuzzy propagation to compute stable models in ASP, improving accuracy and scalability over prior neuro-symbolic methods.
The Alternating Fixpoint of Logic Programs with Negation
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Presents sound abstract interpretation plus controlled unsoundness techniques to produce tighter, efficient, terminating approximations of fixed points for non-monotone processes.
citing papers explorer
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Neural Decision-Propagation for Answer Set Programming
NDProp learns decision heuristics via neural networks and fuzzy propagation to compute stable models in ASP, improving accuracy and scalability over prior neuro-symbolic methods.
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Bounding Fixed Points of Non-Monotone Processes: Theory to Practice
Presents sound abstract interpretation plus controlled unsoundness techniques to produce tighter, efficient, terminating approximations of fixed points for non-monotone processes.