Author

Lin-Ge Du

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Preprint Jul 2026

AutoMem: A Text-Gradient Recursive Self-Improvement Framework for Automated Memory Architectures Search

This work proposes \textsc{AutoMem}, a text-gradient recursive self-improvement framework for task-adaptive memory architecture search that consistently discovers task-adaptive memory architectures that outperform the strongest human-designed memory baselines.

Lin-Ge Du, Jie Zhou, Yuxuan Cai et al. · 0 citations