@misc{arxiv_2610_19366v1,
  title = {Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory},
  author = {{Minghao Guo} and {Qingyue Jiao} and {Xiujin Liu} and {Jianhong Pang} and {Ruimeng Yang} and {Naihao Xu} and {Liwei Che} and {Haochen Xue} and {Ziqi Wang} and {Xinying Cai} and {Jiaxuan Luo} and {Jiaxin Deng} and {Xuesong Ye} and {Jintao Qu} and {Wenyao Gao} and {Jingwen Gu} and {Chenyang Zhao} and {Shichun Liu} and {Guibin Zhang} and {Zefang Liu} and {Siyin Wang} and {Wujiang Xu} and {Danrui Li} and {Zeru Shi} and {Woongyeong Yeo} and {Shuang Liu} and {Wei-Chieh Huang} and {Weizhi Zhang} and {Tianyu Yang} and {Kangsan Kim} and {Yebowen Hu} and {Bowen Wen} and {Bowen Jiang} and {Haohao Su} and {Ming Yin} and {Sheldon Yu} and {Mian Zhang} and {Yuyan Chen} and {Hanrong Zhang} and {Kai Mei} and {Zihao Zhang} and {Mingyu Jin} and {Xi Zhu} and {Hengyi Wang} and {Tianxin Wei} and {Linyong Nan} and {Zhenwen Liang} and {Zhendong Chu} and {Ziqi Huang} and {Yongye Su} and {Sixun Dong} and {Shujian Liu} and {Kaiqu Liang} and {Jiaojiao Han} and {Zhaoye Fei} and {Kun Wang} and {Shihan Dou} and {Zhichun Guo} and {Xingjian Diao} and {Zeqi Gu} and {Heng Wang} and {Tao Feng} and {Cheng Qian} and {Hamid Palangi} and {Silei Xu} and {Xi Yun} and {Yi Zhu} and {Shilong Liu} and {Qingsong Wen} and {Sung Ju Hwang} and {Zuxuan Wu} and {Yu-Gang Jiang} and {Yiyu Shi} and {Dimitris N. Metaxas} and {Jiaxuan You} and {Julian McAuley} and {Mengdi Wang} and {Jiawei Han} and {Philip S. Yu} and {Ziyi Ye}},
  eprint = {2610.19366v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.19366v1}
}