Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models.

@inproceedings{wang-2026-proficient, author = {Jialiang Wang and Hanmo Liu and Shimin Di and Zhili Wang and Jiachuan Wang and Lei Chen and Xiaofang Zhou}, title = {{Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models}}, booktitle = {{Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026}}, pages = {681--691}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3773966.3777982}, doi = {https://doi.org/10.1145/3773966.3777982} }