3 papers
cs.FL2026
An Empirical Comparison of General Context-Free Parsers
Huan Vo, Danushka Liyanage, Hong Jin Kang +2
Parsing underpins a vast range of software engineering tasks, from compilers and static analyzers to language servers and fuzz testing tools. Yet most parsers deployed in practice…
cs.SE2025
Assessing Reliability of Statistical Maximum Coverage Estimators in Fuzzing
Danushka Liyanage, Nelum Attanayake, Zijian Luo +1
Background: Fuzzers are often guided by coverage, making the estimation of maximum achievable coverage a key concern in fuzzing. However, achieving 100% coverage is infeasible for…
cs.FL2025
Example-Free Learning of Regular Languages with Prefix Queries
Eve Fernando, Sasha Rubin, Rahul Gopinath
Language learning refers to the problem of inferring a mathematical model which accurately represents a formal language. Many language learning algorithms learn by asking certain t…