Qi He

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Publication activitypapers/week, last 8 weeks

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Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Minhua Lin (1)Min Lin (1)Zhiwei Zhang (1)Hanqing Lu (1)

Papers (1)

Mar 19, 2026

1w ago·also Amazon Science, NSFC

MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

Memory-augmented LLMs get a strategic upgrade: MemMA uses multi-agent reasoning to proactively guide memory construction and repair, leading to significant performance gains.

Minhua Lin, Min Lin, Zhiwei Zhang +7

Reasoning & Chain-of-Thought Tool Use & Agents

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Qi He

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)