@inproceedings{du-etal-2026-refinement, title = "Refinement-Integrated Reasoning Elicits Better Generalization of {LLM}-Based Code Vulnerability Detection", author = "Du, Xianda and Ke, Pei and Hu, Enping and Li, Guannan and Guo, Jinyu and Qin, Ke", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1933/", pages = "41215--41233", ISBN = "979-8-89176-462-0" }