Jiayu Liu
1 indexed paper
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126
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NLP×1AI×1ML×1
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2026
MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models
MemGuard introduces a type-aware memory framework to prevent heterogeneous memory contamination in long-term memory-augmented LLMs, significantly improving memory reliability and efficiency.
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Papers
cs.CLcs.AIcs.LGRecentMay 27, 2026
MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models
Hyeonjeong Ha, Jeonghwan Kim, Cheng Qian, Jiayu Liu +6 more
MemGuard introduces a type-aware memory framework to prevent heterogeneous memory contamination in long-term memory-augmented LLMs, significantly improving memory reliability and efficiency.
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