Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi 0002, Fengbin Zhu, Qifan Wang 0001, Fuli Feng. TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 48086-48109, Association for Computational Linguistics, 2026. [doi]
@inproceedings{XiongLLLSZWF26,
title = {TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards},
author = {Xiqiao Xiong and Ouxiang Li and Zhuo Liu and Moxin Li and Wentao Shi 0002 and Fengbin Zhu and Qifan Wang 0001 and Fuli Feng},
year = {2026},
url = {https://aclanthology.org/2026.acl-long.2220/},
researchr = {https://researchr.org/publication/XiongLLLSZWF26},
cites = {0},
citedby = {0},
pages = {48086-48109},
booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026},
editor = {Maria Liakata and Viviane P. Moreira and Jiajun Zhang 0001 and David Jurgens},
publisher = {Association for Computational Linguistics},
isbn = {979-8-89176-390-6},
}