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Can Agent Memory Systems Track Evolving State?
智能体记忆系统能否跟上环境变化，这项研究给出了关键答案与实验验证。
arXiv:2608.19652v1 Announce Type: cross Abstract: As LLM-based agents are deployed for longer and higher-stakes tasks, their memory systems continue t…
2
Hyperflux: Pruning Reveals Importance
提出Hyperflux，一种基于L0的新型网络剪枝方法，将剪枝建模为连续演化系统，揭示剪枝过程中神经元重要性变化。
arXiv:2504.05349v4 Announce Type: replace-cross Abstract: Network pruning is used to reduce inference latency and power consumption in large neural ne…