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cs.DC2026
A Distributed Framework for Compiling and Reasoning with d-DNNF
Zhenghang Xu, Minghao Yin, jianan Wang +1
Knowledge Compilation (KC) is a powerful paradigm that enables efficient reasoning by transforming propositional formulas into tractable target languages, such as Deterministic, De…
cs.DC2026
gDMC: A Generic Distributed Model Counting Framework via Work-Stealing
Zhenghang Xu, Minghao Yin, Jumping Zhou +1
Propositional Model Counting () is essential for probabilistic reasoning but faces scalability limits on single cores. Existing distributed approaches struggle with…