Sam Gilson https://sgilson7.github.io 2026-10-09T00:00:00Z site-cli Adversarial Assignment Perturbation: Effects on Help-Seeking Behaviors in Student Generative AI Chatbot Use https://sgilson7.github.io/papers/gilson2026perturbation/ 2026-06-27T00:00:00Z Sam Gilson; Benyamin Tabarsi; Tiffany Barnes — Artificial Intelligence in Education (AIED 2026), LNAI 16585, pp. 440–449 Designing AI-Resistant Assignments via Iterative Perturbation to Promote Interactive Learning https://sgilson7.github.io/papers/gilson2026designing/ 2026-02-01T00:00:00Z Sam Gilson — Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2 (SIGCSE TS 2026), p. 1745 How Do Undergraduates Interested in Computer Science Use Online, On-Demand CS Coursework? https://sgilson7.github.io/papers/gilson2025oodcs/ 2025-07-01T00:00:00Z Sam Gilson; Tiffany Barnes; Mahzabin Tamanna; Saminur Islam — Proceedings of the Twelfth ACM Conference on Learning @ Scale (L@S ’25), pp. 271–275 Perturbed Assignments and Subgoal-Labeled AI Literacy Instruction in Undergraduate Discrete Mathematics https://sgilson7.github.io/papers/gilson-summer2026/ 2026-01-01T00:00:00Z Sam Gilson — Preprint LLMs' reshaping of people, processes, products, and society in software development: a qualitative exploration with early adopters https://sgilson7.github.io/papers/tabarsi2026reshaping/ 2026-08-07T00:00:00Z Benyamin Tabarsi; Heidi Reichert; Sam Gilson; Ally Limke; Sandeep Kuttal; Tiffany Barnes — Empirical Software Engineering, volume 32, article 21 Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most https://sgilson7.github.io/papers/yasir2026confirming/ 2026-07-01T00:00:00Z Tahreem Yasir; Wenbo Li; Sam Gilson; Sutapa Tithi; Xiaoyi Tian; Tiffany Barnes — Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026), pp. 819–840 When Verification Hurts: Asymmetric Effects of Multi-Agent Feedback in Logic Proof Tutoring https://sgilson7.github.io/papers/yasir2026verification/ 2026-03-28T00:00:00Z Tahreem Yasir; Sutapa Dey Tithi; Benyamin Tabarsi; Dmitri Droujkov; Sam Gilson; Yasitha Rajapaksha; Xiaoyi Tian; Arun Ramesh; DongKuan Xu; Tiffany Barnes — arXiv:2603.27076