@inproceedings{chen-etal-2026-mads, title = "{M}a{DS}: Long-Horizon {GUI} Automation via Synergizing Dual-Layer Memory and Multi-Round Debate", author = "Chen, Pengchen and Chen, Shi and Ye, Qiming and Chen, Xinli and Li, Xinran and Xiang, Wei", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1202/", pages = "26158--26180", ISBN = "979-8-89176-390-6" }