long-term-reasoning

This paper introduces HiGram, an evolving hierarchical graph memory framework for LLM agents that features path-level localization and coordinated rewriting to improve retrieval efficiency and answer quality in long-term reasoning tasks.

EverMemOS is a self-organizing memory operating system for large language models that enhances long-horizon reasoning by structuring dialogue into memory cells and scenes.