@inproceedings{ding-etal-2026-perceive, title = "Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents", author = "Ding, Zhijie and Hong, Weinan and Zhu, ZiCheng and Li, Lei and Kong, Dezhi and Hao, Wang and Zhou, Peng and Jiang, Xuchu and Xu, Jiaming", 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.1439/", pages = "32873--32894", ISBN = "979-8-89176-459-0" }