@inproceedings{guan-etal-2025-kg, title = "{KG}-{RAG}: Enhancing {GUI} Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation", author = "Guan, Ziyi and Li, Jason Chun Lok and Hou, Zhijian and Zhang, Pingping and Xu, Donglai and Zhao, Yuzhi and Wu, Mengyang and Chen, Jinpeng and Nguyen, Thanh-Toan and Xian, Pengfei and Ma, Wenao and Qin, Shengchao and Chesi, Graziano and Wong, Ngai", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.emnlp-main.274/", pages = "5396--5405", ISBN = "979-8-89176-332-6" }