@article{fromsequencetostructureuncoveringsubstru, title = {From Sequence to Structure: Uncovering Substructure Reasoning in Transformers}, author = {Xinnan Dai and Kai Yang and Jay Revolinsky and Kai Guo and Aoran Wang and Bohang Zhang and Jiliang Tang}, year = {2025}, eprint = {2507.10435}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.10435}, }