@article{evoformerlearningdynamicgraphlevelrepres, title = {EvoFormer: Learning Dynamic Graph-Level Representations with Structural and Temporal Bias Correction}, author = {Haodi Zhong and Liuxin Zou and Di Wang and Bo Wang and Zhenxing Niu and Quan Wang}, year = {2025}, eprint = {2508.15378}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.15378}, }