1 citations · 2 across the 4 of their papers we have counts for
4 papers
Lifted Algorithms for Symmetric Weighted First-Order Model Sampling
Yuanhong Wang, Juhua Pu, Yuyi Wang +1
Weighted model counting (WMC) is the task of computing the weighted sum of all satisfying assignments (i.e., models) of a propositional formula. Similarly, weighted model sampling…
On Exact Sampling in the Two-Variable Fragment of First-Order Logic
Yuanhong Wang, Juhua Pu, Yuyi Wang +1
In this paper, we study the sampling problem for first-order logic proposed recently by Wang et al. -- how to efficiently sample a model of a given first-order sentence on a finite…
On the ERM Principle with Networked Data
Yuanhong Wang, Yuyi Wang, Xingwu Liu +1
Networked data, in which every training example involves two objects and may share some common objects with others, is used in many machine learning tasks such as learning to rank…
Communities in Preference Networks: Refined Axioms and Beyond
Gang Zeng, Yuyi Wang, Juhua Pu +3
Borgs et al. [2016] investigated essential requirements for communities in preference networks. They defined six axioms on community functions, i.e., community detection rules. Tho…