Publications

Papers

Nils Kiele, Zainab Saad, Zirui Wang, Steve Drew, and Samira Ebrahimi Kahou. Beyond Rule-Based Mutation Testing: Test-Aware Mutant Generation Using Large Language Models. 20th International Symposium on Empirical Software Engineering and Measurement (ESEM), 2026.
[DOI]   [Source Code]

Show BibTeX

@inproceedings{kiele2026mutation,
  author = {Kiele, Nils and Saad, Zainab and Wang, Zirui and Drew, Steve and Ebrahimi Kahou, Samira},
  title = {Beyond Rule-Based Mutation Testing: Test-Aware Mutant Generation Using Large Language Models},
  booktitle = {20th International Symposium on Empirical Software Engineering and Measurement (ESEM 2026)},
  year = {2026},
  doi = {10.4230/LIPIcs.ESEM.2026.49},
  URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ESEM.2026.49},
}

Theses

Nils Kiele. Investigating Representation Learning for Multi-Task RL in Continuous Control. MSc. Thesis, Aalto University, 2025.
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Show BibTeX

@mastersthesis{kiele2025investigating,
  author  = {Kiele, Nils},
  title   = {Investigating Representation Learning for Multi-Task Reinforcement Learning in Continuous Control},
  school  = {Aalto University},
  year    = {2025},
  type    = {MSc. Thesis},
  url     = {https://aaltodoc.aalto.fi/bitstreams/b5d91482-2f3f-45db-8b22-318a8fb95648/download},
}