4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CR2023
Precise and Generalized Robustness Certification for Neural Networks
Yuanyuan Yuan, Shuai Wang, Zhendong Su
The objective of neural network (NN) robustness certification is to determine if a NN changes its predictions when mutations are made to its inputs. While most certification resear…
cs.PL2016★ 4 cited
Mathematical Execution: A Unified Approach for Testing Numerical Code
Zhoulai Fu, Zhendong Su
This paper presents Mathematical Execution (ME), a new, unified approach for testing numerical code. The key idea is to (1) capture the desired testing objective via a representing…