@article{aunifyingframeworkforparallelizingsequen, title = {A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems}, author = {Xavier Gonzalez and E. Kelly Buchanan and Hyun Dong Lee and Jerry Weihong Liu and Ke Alexander Wang and David M. Zoltowski and Leo Kozachkov and Christopher RĂ© and Scott W. Linderman}, year = {2025}, eprint = {2509.21716}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.21716}, }