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QEIL v2: Heterogeneous Computing for Edge Intelligence via Roofline-Derived Pareto-Optimal Energy Modeling and Multi-Objective Orchestration
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RAMP: Reinforcement Adaptive Mixed Precision Quantization for Efficient On Device LLM Inference
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