Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou, "Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models", The 19th ACM International Conference on Web Search and Data Mining（WSDM 2026）, 22-26 February 2026, Boise, Idaho, USA. (Accepted)