Yu, M. et al. 2026. GraphPilot: GUI Task Automation with One-Step LLM Reasoning Powered by Knowledge Graph. Journal of Intelligent Computing and Networking. 2, 1 (Feb. 2026), 13–21. DOI:https://doi.org/10.64509/jicn.21.45.