@article{memreaderfrompassivetoactiveextractionfo, title = {MemReader: From Passive to Active Extraction for Long-Term Agent Memory}, author = {Jingyi Kang and Chunyu Li and Ding Chen and Bo Tang and Feiyu Xiong and Zhiyu Li}, year = {2026}, eprint = {2604.07877}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.07877}, }