@inproceedings{ijcai2026p24, title = {Stay in Character, Stay Safe: Dual-Cycle Adversarial Self-Evolution for Role-Playing Agents}, author = {Liao, Mingyang and Wan, Yichen and Wu, Shuchen and Miao, Chenxi and Shen, Xin and Li, Weikang and Li, Yang and Xia, Deguo and Huang, Jizhou}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {208--216}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/24}, url = {https://doi.org/10.24963/ijcai.2026/24}, }