Hangcheng Zhu
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×2AI×2ML×2Multiagent×1Multimedia×1
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Research Timeline
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.
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
The paper introduces MemTrace, a framework that treats LLM memory pipelines as traceable graphs to systematically diagnose and automatically correct memory-related errors, boosting performance by up to 7.62%.
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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.CLcs.AIcs.LGRecentMay 27, 2026