CANMentor large-small model collaboration for CAN bus IDS
CANMentor framework uses cloud LLM to supervise vehicle-side lightweight IDS models via knowledge distillation, yielding up to 25% F1 gains on non-IID data.
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Stories tagged #model-collaboration
AgentBaton enables cost-effective model collaboration in agentic tasks
Capable-to-efficient handoffs in AgentBaton reduce API costs by 65.9% while preserving or improving accuracy on long-horizon agentic tasks.