Publications
You can also find my articles on my Google Scholar profile.
Conference
TestForge: Feedback-Driven, Agentic Test Suite Generation
Kush Jain, Claire Le Goues
Pdf
Are Large Language Models Memorizing Bug Benchmarks?
Daniel Ramos, Claudia Mamede+, Kush Jain+, Paulo Canelas+, Catarina Gamboa+, Claire Le Goues (+ means equal contribution)
Proceedings of the 2nd International Workshop on Large Language Models for Code (LLM4Code 2025)
Won Best Paper Award!
Pdf
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
Kush Jain, Gabriel Synnaeve, Baptiste Rozière
Proceedings of the 13th International Conference on Learning Representations (ICLR 2025)
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Syntax Is All You Need: A Universal-Language Approach to Mutant Generation
Sourav Deb, Kush Jain, Rijnard van Tonder, Claire Le Goues, Alex Groce
Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering (FSE 2024)
Pdf
Contextual Predictive Mutation Testing
Kush Jain, Uri Alon, Alex Groce, Claire Le Goues
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2023)
Pdf
Mind the Gap: The Difference Between Coverage and Mutation Score Can Guide Testing Efforts
Kush Jain, Goutamkumar Tulajappa Kalburgi, Claire Le Goues, Alex Groce
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE 2023)
Pdf
CAT-LM: Training Language Models on Aligned Code And Tests
Nikitha Rao+, Kush Jain+, Uri Alon, Claire Le Goues, Vincent Hellendoorn (+ means equal contribution)
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023)
Pdf
Registered Report: First, Fuzz the Mutants
Alex Groce, Goutamkumar Tulajappa Kalburgi, Claire Le Goues, Kush Jain, Rahul Gopinath
Proceedings of the 1st International Fuzzing Workshop (FUZZING 2022)
Pdf
Looking for Lacunae in Bitcoin Core’s Fuzzing Efforts
Alex Groce, Kush Jain, Rijnard van Tonder, Goutamkumar Tulajappa Kalburgi, Claire Le Goues
Proceedings of the 43rd International Conference on Software Engineering (ICSE 2022)
Pdf
Programming and Execution Models for Parallel Bounded Exhaustive Testing
Nader Al Awar, Kush Jain, Christopher J. Rossbach, Milos Gligoric
Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2021)
Pdf Video
mCoq: Mutation Analysis for Coq Verification Projects
Kush Jain, Karl Palmskog, Ahmet Celik, Emilio Jesús Gallego Arias, Milos Gligoric
Proceedings of the 42nd International Conference on Software Engineering (ICSE DEMO 2020)
Pdf Code Video
Thesis
Exploiting Test Structure to Enhance Language Models for Software Testing
Kush Jain
Committee: Claire Le Goues, Christian Kaestner, Daniel Fried, Alex Groce
Pdf