Subgoal-aware Memory Graph for GUI Agent.

arXiv:2610.31307v1 Announce Type: new Abstract: GUI agents aim to automate complex user tasks by interacting with mobile interfaces, but ef- fective decision-making in long-horizon set- tings requires reusing prior experience rather than relying solely on the