Analysis of ChatGPT on Source Code

@article{sadik2023analysis,
  title={Analysis of ChatGPT on source code},
  author={Sadik, Ahmed and Ceravola, Antonello and Joublin, Frank and Patra, Jibesh},
  journal={arXiv preprint arXiv:2306.00597},
  year={2023}
}

Nalin: Learning from Runtime Behavior to Find Name-Value Inconsistencies in Jupyter Notebooks

International Conference on Software Engineering (ICSE)

@inproceedings{10.1145/3510003.3510144,
 author = {Patra, Jibesh and Pradel, Michael},
 title = {Nalin: learning from runtime behavior to find name-value inconsistencies in jupyter notebooks},
 year = {2022},
 isbn = {9781450392211},
 publisher = {Association for Computing Machinery},
 address = {New York, NY, USA},
 url = {https://doi.org/10.1145/3510003.3510144},
 doi = {10.1145/3510003.3510144},
 booktitle = {Proceedings of the 44th International Conference on Software Engineering},
 pages = {1469–1481},
 numpages = {13},
 keywords = {identifier names, learning-based bug detection, neural software analysis},
 location = {Pittsburgh, Pennsylvania},
 series = {ICSE '22},
}

Semantic bug seeding: a learning-based approach for creating realistic bugs

Symposium on the Foundations of Software Engineering (FSE)

@inproceedings{patra2021semantic,
 title={Semantic bug seeding: a learning-based approach for creating realistic bugs},
 author={Patra, Jibesh and Pradel, Michael},
 booktitle={Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering},
 pages={906--918},
 year={2021}
}

A survey of compiler testing

ACM Computing Surveys (CSUR)

@article{chen2020survey,
 title={A survey of compiler testing},
 author={Chen, Junjie and Patra, Jibesh and Pradel, Michael and Xiong, Yingfei and Zhang, Hongyu and Hao, Dan and Zhang, Lu},
 journal={ACM Computing Surveys (CSUR)},
 volume={53},
 number={1},
 pages={1--36},
 year={2020},
 publisher={ACM New York, NY, USA}
 }

NL2Type: Inferring JavaScript Function Types from

International Conference on Software Engineering (ICSE)

@inproceedings{malik2019nl2type,
 title={Nl2type: inferring javascript function types from natural language information},
 author={Malik, Rabee Sohail and Patra, Jibesh and Pradel, Michael},
 booktitle={2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE)},
 pages={304--315},
 year={2019},
 organization={IEEE}
}

ConflictJS: Finding and Understanding Conflicts Between JavaScript Libraries

International Conference on Software Engineering (ICSE)

@inproceedings{patra2018conflictjs,
 title={Conflictjs: finding and understanding conflicts between javascript libraries},
 author={Patra, Jibesh and Dixit, Pooja N and Pradel, Michael},
 booktitle={Proceedings of the 40th International Conference on Software Engineering},
 pages={741--751},
 year={2018}
}

Automatically Reducing Tree-Structured Test Inputs

International Conference on Automated Software Engineering (ASE)

@inproceedings{herfert2017automatically,
 title={Automatically reducing tree-structured test inputs},
 author={Herfert, Satia and Patra, Jibesh and Pradel, Michael},
 booktitle={2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE)},
 pages={861--871},
 year={2017},
 organization={IEEE}
}

Learning to Fuzz: Application-Independent Fuzz Testing with Probabilistic, Generative Models of Input Data

Technical Report (TU Darmstadt)

@article{patra2016learning,
 title={Learning to fuzz: Application-independent fuzz testing with probabilistic, generative models of input data},
 author={Patra, Jibesh and Pradel, Michael},
 journal={TU Darmstadt, Department of Computer Science, Tech. Rep. TUD-CS-2016-14664},
 year={2016}
}