一作ACL 2026Findings· Findings of ACL
L i C o M emory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning
Zhengjun Huang · Zhoujin Tian · Qintian Guo · Fangyuan Zhang · Yingli Zhou · Di Jiang · Zeying Xie · Xiaofang Zhou
摘要
Large Language Model (LLM) agents exhibit remarkable conversational and reasoning capabilities but remain constrained by limited context windows and the lack of persistent memory. Recent efforts address these limitations via external memory architectures, often employing graph-based representatio...