Feiyu Xiong
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×2AI×1ML×1Multiagent×1Multimedia×1Crypto×1
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2026
MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents
MemPrivacy introduces a novel framework that protects sensitive user data in edge-cloud memory systems by replacing private spans with semantically structured placeholders, thereby minimizing data exposure without sacrificing memory utility.
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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cs.CRcs.CLRecentMay 10, 2026