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Author

Caroline Lemieux

Observed name: Lemieux, Caroline
ORCID: 0000-0002-9610-8520
Observed ORCID: 0000-0002-9610-8520
OpenAlex ID: A5069023395
CodaMosa: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models
2023 · Caroline Lemieux, Jeevana Priya Inala, et al. · IEEE/ACM International Conference on Software Engineering (ICSE) · 304
PerfFuzz: automatically generating pathological inputs
2018 · Caroline Lemieux, Rohan Padhye, et al. · ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · 159
General LTL Specification Mining (T)
2015 · Caroline Lemieux, Dennis Park, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 142
FUDGE: fuzz driver generation at scale
2019 · Domagoj Babić, Stefan Bucur, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 111
JQF: coverage-guided property-based testing in Java
2019 · Rohan Padhye, Caroline Lemieux, et al. · ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · 97
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FuzzFactory: domain-specific fuzzing with waypoints
2019 · Rohan Padhye, Caroline Lemieux, et al. · Proceedings of the ACM on Programming Languages · 75
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AutoPandas: neural-backed generators for program synthesis
2019 · Rohan Bavishi, Caroline Lemieux, et al. · Proceedings of the ACM on Programming Languages · 73
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Quickly generating diverse valid test inputs with reinforcement learning
2020 · Sameer Reddy, Caroline Lemieux, et al. · 40
Learning Highly Recursive Input Grammars
2021 · Neil Kulkarni, Caroline Lemieux, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 30
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Can Large Language Models Write Good Property-Based Tests?
2023 · Vikram, Vasudev, Lemieux, Caroline, et al. · arXiv (Cornell University) · 21
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Validity Fuzzing and Parametric Generators for Effective Random Testing
2019 · Rohan Padhye, Caroline Lemieux, et al. · IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 16
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Mining Temporal Properties of Data Invariants
2015 · Caroline Lemieux · Proceedings/Proceedings - International Conference on Software Engineering · 9
Investigating Program Behavior Using the Texada LTL Specifications Miner
2015 · Caroline Lemieux, Ivan Beschastnikh · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 8
Zest: Validity Fuzzing and Parametric Generators for Effective Random Testing
2018 · Rohan Padhye, Caroline Lemieux, et al. · arXiv (Cornell University) · 6
Mining temporal properties of data invariants
2015 · Caroline Lemieux · 5
Gauss: program synthesis by reasoning over graphs
2021 · Rohan Bavishi, Caroline Lemieux, et al. · Proceedings of the ACM on Programming Languages · 4
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FairFuzz-TC: a fuzzer targeting rare branches
2020 · Caroline Lemieux, Koushik Sen · International Journal on Software Tools for Technology Transfer · 4
The Havoc Paradox in Generator-Based Fuzzing
2025 · Ao Li, Madonna Huang, et al. · ACM Transactions on Software Engineering and Methodology · 3
Directed or Undirected: Investigating Fuzzing Strategies in a CI/CD Setup (Registered Report)
2024 · Madonna Huang, Caroline Lemieux · 3
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QuAC: Quick Attribute-Centric Type Inference for Python
2024 · Jifeng Wu, Caroline Lemieux · Proceedings of the ACM on Programming Languages · 2
Directed or Undirected: Investigating Fuzzing Strategies in a CI/CD Setup
2026 · Madonna Huang, Caroline Lemieux · ACM Transactions on Software Engineering and Methodology · 1
Quickly Generating Diverse Valid Test Inputs with Reinforcement Learning ICSE 2020
2020 · Sameer Reddy, Caroline Lemieux · 1
Replication Package for "Semantic Fuzzing with Zest"
2019 · Rohan Padhye, Caroline Lemieux, et al. · Artifact Digital Object Group · 1
Neural Inference of API Functions from Input–Output Examples
2018 · Rohan Bavishi, Caroline Lemieux, et al. · 1
DocPrism: Multi-lingual Detection of Incorrectness Inconsistencies between Code and Documentation
2026 · Xiaomeng Xu, Zahin Wahab, et al. · Proceedings of the ACM on software engineering.
Works count: 33
Citation count: 1,114
H-index: 11
I10-index: 11
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