@article{memtracetracingandattributingerrorsinlar, title = {MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems}, author = {Xinle Deng and Ruobin Zhong and Hujin Peng and Xiaoben Lu and Yanzhe Wu and Guang Li and Buqiang Xu and Yunzhi Yao and Jizhan Fang and Haoliang Cao and Junjie Guo and Yuan Yuan and Ziqing Ma and Yuanqiang Yu and Rui Hu and Baohua Dong and Hangcheng Zhu and Ningyu Zhang}, year = {2026}, eprint = {2605.28732}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.28732}, }