@article{toknowistoconstructschemaconstrainedgene, title = {To Know is to Construct: Schema-Constrained Generation for Agent Memory}, author = {Lei Zheng and Weinan Song and Daili Li and Yanming Yang}, year = {2026}, eprint = {2604.20117}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.20117}, }