@article{fromselfattentiontoconnectionlaplacianau, title = {From Self-Attention to Connection Laplacian: A Unified Operator View of Transformers}, author = {Binbin Lin and Wei Chen and Yalun Li and Wenxiao Wang and Jieping Ye and Xiaofei He}, year = {2026}, eprint = {2607.10677}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.10677}, }