@inproceedings{fan-etal-2026-speed, title = "Speed{--}Accuracy Trade-offs in Knowledge Component Identification from Student Code", author = "Fan, Jing and Mihaylova, Tsvetomila and Brusilovsky, Peter and Leinonen, Juho and Koutcheme, Charles and Norouzi, Narges and Akram, Bita and Hellas, Arto", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting-Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Full Papers", month = oct, year = "2026", address = "Wyndham Grand Pittsburgh Downtown, Pittsburgh, Pennsylvania, United States", publisher = "National Council on Measurement in Education (NCME)", url = "https://aclanthology.org/2026.aimecon-main.15/", pages = "146--153", ISBN = "979-8-9983004-0-0" }