作者位次 #4/4NeurIPS 2026Poster
StateLedger: Path-Addressed External Memory for Persistent Multi-Agent Systems
Geer Yang · Xixuan Liu · Bin Wu · Shaojiang Wang
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Geer Yang · Xixuan Liu · Bin Wu · Shaojiang Wang
Shaojiang Wang · Geer Yang · Wenbo Wang · Bin Wu · Pengcheng Wang
Boyan Shi · Wei Chen · Shuyuan Zhao · Junfeng Shen · Shengnan Guo · Shaojiang Wang · Huaiyu Wan
The combination of Mixture-of-Experts (MoE) and Low-Rank Adaptation (LoRA) has shown significant potential for enhancing the multi-task learning capabilities of Large Language Models. However, existing methods face two primary challenges: (1)Imprecise Routing in the current MoE-LoRA method fails...