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Juntian Zhang · Song Jin · Chuanqi Cheng · Yuhan Liu · Yankai Lin · Xun Zhang · Yufei zhang · Fei Jiang · Guojun Yin · Shuai Chen · Rui Yan
Miao Su · Yucan Guo · Zhongni Hou · Long Bai · Zixuan Li · Yufei zhang · Guojun Yin · Shuai Chen · Xiaolong Jin · Jiafeng Guo · Xueqi Cheng
Memory enables Large Language Model (LLM) agents to perceive, store, and use information from past dialogues, which is essential for personalization. However, existing methods fail to properly model the temporal dimension of memory in two aspects: 1) Temporal inaccuracy: memories are organized by...
Hang He · Chuhuai Yue · Chengqi Dong · Mingxue Tian · Hao Chen · Zhenfeng Liu · Jiajun Chai · Xiaohan Wang · Yufei zhang · Qun Liao · Guojun Yin · Shuai Chen · Chengcheng Wan · Haiying Sun · Ting Su