Guozhou Zheng
1 indexed paper
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126
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NLP×1AI×1ML×1Multiagent×1Multimedia×1
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2026
Rethinking Memory as Continuously Evolving Connectivity
The paper proposes FluxMem, a novel connectivity-evolving memory framework that models memory as a dynamic graph to improve LLM agent performance in complex, changing environments.
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Papers
cs.CLcs.AIcs.LGRecentMay 27, 2026
Rethinking Memory as Continuously Evolving Connectivity
Jizhan Fang, Buqiang Xu, Zhixian Wang, Haoliang Cao +11 more
The paper proposes FluxMem, a novel connectivity-evolving memory framework that models memory as a dynamic graph to improve LLM agent performance in complex, changing environments.
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