@inproceedings{xu-etal-2026-two, title = "Two-Stage Reinforcement Learning for Sound and Adversarial Test Generation in Code {LLM}s", author = "Xu, Jiacheng and Zhang, Wentao and Lyu, Zhiyi and Zhang, Fuxiang and Wang, Chaojie and Liu, Yang and An, Bo", 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.1732/", pages = "37031--37051", ISBN = "979-8-89176-462-0" }