Author

Liang Chen

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Preprint Aug 2026

Controlled Memory Interference in Continual LLM Agents

Control Memory Interference is introduced, a controlled diagnostic and data-generation framework for studying how agent memory evolves under different memory relationships and shows that memory evolution is shaped not only by memory scale, but also by interactions among accumulated experiences.

Ao Ding, Hong-Zong Li, Shi-Qin Tang et al. · 1 citation

Preprint Aug 2026

Verifiable Memory: Learning Unified Memory Management with Local and Global Verifiers for Large Language Model Agents

Verifiable Memory is presented, a framework that represents LTM, active context, and episodic history as distinct states and controls them with one memory operation policy and achieves the strongest efficiency--performance frontier among the compared methods.

Xiaolong Sun, Qi-Chao Wang, Hangyu Li et al. · 2 citations