HMARS: A Hierarchical Multi-Agent Memory System for Long-Context Reasoning

Zeju Li, Ziyang Zheng, Yizhou Zhou +1

Long-context reasoning requires models to access, retrieve, and integrate evidence scattered across documents, dialogues, and accumulated interaction histories. Standard retrieval-…