@inproceedings{gilson2026perturbation,
  title = {{Adversarial Assignment Perturbation: Effects on Help-Seeking Behaviors in Student Generative AI Chatbot Use}},
  author = {Sam Gilson and Benyamin Tabarsi and Tiffany Barnes},
  year = {2027},
  booktitle = {Artificial Intelligence in Education. AIED 2026},
  pages = {440--449},
  series = {Lecture Notes in Computer Science},
  volume = {16585},
  note = {First online 27 June 2026; publisher citation year 2027},
  doi = {10.1007/978-3-032-29770-9_48},
  url = {https://sgilson7.github.io/papers/gilson2026perturbation/}
}

@inproceedings{gilson2026designing,
  title = {{Designing AI-Resistant Assignments via Iterative Perturbation to Promote Interactive Learning}},
  author = {Sam Gilson},
  year = {2026},
  booktitle = {Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2},
  pages = {1745},
  doi = {10.1145/3770761.3777058},
  url = {https://sgilson7.github.io/papers/gilson2026designing/}
}

@inproceedings{gilson2025oodcs,
  title = {{How Do Undergraduates Interested in Computer Science Use Online, On-Demand CS Coursework?}},
  author = {Sam Gilson and Tiffany Barnes and Mahzabin Tamanna and Saminur Islam},
  year = {2025},
  booktitle = {Proceedings of the Twelfth ACM Conference on Learning @ Scale},
  pages = {271--275},
  doi = {10.1145/3698205.3733938},
  url = {https://sgilson7.github.io/papers/gilson2025oodcs/}
}

@misc{gilson-summer2026,
  title = {{Perturbed Assignments and Subgoal-Labeled AI Literacy Instruction in Undergraduate Discrete Mathematics}},
  author = {Sam Gilson},
  year = {2026},
  howpublished = {Preprint},
  note = {Submitted to the SIGCSE TS 2027 Student Research Competition; analysis ongoing},
  url = {https://sgilson7.github.io/papers/gilson-summer2026/gilson-summer2026.pdf}
}

@article{tabarsi2026reshaping,
  title = {{LLMs' reshaping of people, processes, products, and society in software development: a qualitative exploration with early adopters}},
  author = {Benyamin Tabarsi and Heidi Reichert and Sam Gilson and Ally Limke and Sandeep Kuttal and Tiffany Barnes},
  year = {2027},
  journal = {Empirical Software Engineering},
  volume = {32},
  number = {1},
  eid = {21},
  note = {First online 7 August 2026; volume year 2027},
  doi = {10.1007/s10664-026-10917-0},
  url = {https://sgilson7.github.io/papers/tabarsi2026reshaping/}
}

@inproceedings{yasir2026confirming,
  title = {{Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most}},
  author = {Tahreem Yasir and Wenbo Li and Sam Gilson and Sutapa Tithi and Xiaoyi Tian and Tiffany Barnes},
  year = {2026},
  booktitle = {Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)},
  pages = {819--840},
  doi = {10.18653/v1/2026.bea-1.56},
  url = {https://sgilson7.github.io/papers/yasir2026confirming/}
}

@misc{yasir2026verification,
  title = {{When Verification Hurts: Asymmetric Effects of Multi-Agent Feedback in Logic Proof Tutoring}},
  author = {Tahreem Yasir and Sutapa Dey Tithi and Benyamin Tabarsi and Dmitri Droujkov and Sam Gilson and Yasitha Rajapaksha and Xiaoyi Tian and Arun Ramesh and DongKuan Xu and Tiffany Barnes},
  year = {2026},
  eprint = {2603.27076},
  archivePrefix = {arXiv},
  primaryClass = {cs.AI},
  note = {Preprint, version 1, 28 March 2026},
  doi = {10.48550/arXiv.2603.27076},
  url = {https://sgilson7.github.io/papers/yasir2026verification/}
}

@misc{gilson2026csc484lecture,
  title = {{Applications of AI Literacy to GenAI-Assisted Game Development}},
  author = {Sam Gilson},
  year = {2026},
  howpublished = {Guest lecture, CSC 484/584 Game AI, North Carolina State University},
  note = {Presented 17 September 2026; revised web reading edition available},
  url = {https://sgilson7.github.io/talks/gilson2026csc484lecture/}
}