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04/04/2023
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT
Deep Learning (DL) library bugs affect downstream DL applications, empha...
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02/08/2023
Fuzzing Automatic Differentiation in Deep-Learning Libraries
Deep learning (DL) has attracted wide attention and has been widely depl...
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12/30/2022
Fuzzing Deep-Learning Libraries via Large Language Models
Detecting bugs in Deep Learning (DL) libraries is critical for almost al...
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07/12/2022
Fuzzing Deep-Learning Libraries via Automated Relational API Inference
A growing body of research has been dedicated to DL model testing. Howev...
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01/17/2022