@inproceedings{zhao-etal-2025-lga, title = "{LGA}: {LLM}-{GNN} Aggregation for Temporal Evolution Attribute Graph Prediction", author = "Zhao, Feng and Chai, Ruoyu and Liu, Kangzheng and Liu, Xianggan", 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://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1058/", pages = "20929--20940", ISBN = "979-8-89176-332-6" }