作者位次 #3/10ACL 2026Findings· Findings of ACL
Towards Scalable Lightweight GUI Agents via Multi-role Orchestration
Ziwei Wang · Junjie Zheng · Leyang Yang · Sheng Zhou · Xiaoxuan Tang · Fang Zhouhua · Zhiwei Liu · Dajun Chen · Yong Li · Jiajun Bu
摘要
Autonomous Graphical User Interface (GUI) agents powered by Multimodal Large Language Models (MLLMs) enable digital automation on end-user devices. While scaling both parameters and data has yielded substantial gains, advanced methods still suffer from prohibitive deployment costs on resource-con...