@article{convmemconvolutionalmemoryforlongcontext, title = {ConvMem: Convolutional Memory for Long-Context Reasoning}, author = {Hongming Zhang and Zhaozhen Gu and Fengshuo Bai and Ming Hao and Qingyang Zhang and Yuanyuan Wang and Shiyang Tang and Yanna Wang and Bo Xu}, year = {2026}, eprint = {2609.10441}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.10441}, }