@inproceedings{wang-etal-2026-chain-mesh, title = "From Chain to Mesh: Evolving Robust Safety Alignment via Neuron-Circuit Topology", author = "Wang, Guan and Tang, Xuehai and Zhou, Biyu and Xiao, Wenjie and Zhao, Yuanshu and Lv, Lijia and Han, Jizhong and Hu, Songlin", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2555/", pages = "58079--58100", ISBN = "979-8-89176-459-0" }