2 citations · 3 across the 4 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.AI2021★ 1 cited
Can Graph Neural Networks Learn to Solve MaxSAT Problem?
Minghao Liu, Fuqi Jia, Pei Huang +5
With the rapid development of deep learning techniques, various recent work has tried to apply graph neural networks (GNNs) to solve NP-hard problems such as Boolean Satisfiability…
cs.LG2021
ε-weakened Robustness of Deep Neural Networks
Pei Huang, Yuting Yang, Minghao Liu +3
This paper introduces a notation of -weakened robustness for analyzing the reliability and stability of deep neural networks (DNNs). Unlike the conventional robustness…