most citedMiniCPM-SALA: Hybridizing Sparse and Linear Attention for Efficient Long-Context Modeling

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cs.AI2026

Empowering Edge Agents: A Systematic Analysis of Edge-Cloud Collaboration in LLM Agent Execution

Pengcheng Huang, Zhenghao Liu, Shixin Ren +5

Edge-cloud collaboration combines the lower inference overhead and greater data locality of edge-side execution with the stronger capabilities of cloud-hosted models. However, as L…