TDRepro: A Neurosymbolic Approach to Reproducing Timing-Dependent Flaky Test Failures
Shanto Rahman, Talank Baral, August Shi et al.
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Optimizing Search for Tests Relevant to Order-Dependent Flaky Tests
Three different types of search options are proposed to reduce the overall search time of iFixFlakies: split options that leverage hierarchical, code similarity, and historical information to better form the subsequences for further search, a pick option that prioritizes running a subsequence of tests based on its expe...
Suzzana Rafi, Meenam Pious, Shanto Rahman et al.
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Preprint
Jul 2026
Toward Inferring Accurate Context-free Grammars for Big Languages in a Black-box Setting
Black-box context-free grammar inference is crucial for program analysis, reverse engineering, program understanding, fuzzing, and security. But existing approaches such as Arvada, TreeVada, Kedavra, and Cucio struggle with scalability, accuracy, and grammar readability, especially on larger languages. To address this...
Mohammad Rifat Arefin, Nuhiat Arefin, Shanto Rahman et al.
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