6 citations · 13 across the 5 of their papers we have counts for
6 papers
Identifying Boundary Conditions with the Syntax and Semantic Information of Goals
Yechuan Xia, Jianwen Li, Shengping Xiao +2
In goal-oriented requirement engineering, boundary conditions(BC) are used to capture the divergence of goals, i.e., goals cannot be satisfied as a whole in some circumstances. As…
Learning on Abstract Domains: A New Approach for Verifiable Guarantee in Reinforcement Learning
Peng Jin, Min Zhang, Jianwen Li +2
Formally verifying Deep Reinforcement Learning (DRL) systems is a challenging task due to the dynamic continuity of system behaviors and the black-box feature of embedded neural ne…
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction
Yihao Huang, Felix Juefei-Xu, Run Wang +7
At this moment, GAN-based image generation methods are still imperfect, whose upsampling design has limitations in leaving some certain artifact patterns in the synthesized image.…
SAT-based Explicit LTLf Satisfiability Checking
Jianwen Li, Kristin Y. Rozier, Geguang Pu +2
We present here a SAT-based framework for LTLf (Linear Temporal Logic on Finite Traces) satisfiability checking. We use propositional SAT-solving techniques to construct a transiti…
MDM: A Mode Diagram Modeling Framework
Zheng Wang, Geguang Pu, Jianwen Li +5
Periodic control systems used in spacecrafts and automotives are usually period-driven and can be decomposed into different modes with each mode representing a system state observe…
On the Relationship between LTL Normal Forms and Buechi Automata
Jianwen Li, Geguang Pu, Lijun Zhang +3
In this paper, we consider the problem of translating LTL formulas to Buechi automata. We first translate the given LTL formula into a special disjuctive-normal form (DNF). The for…