FloatDoor uses two LoRA adapters to create the first input-independent backdoor that triggers adversary-chosen behavior only on a target platform while remaining benign elsewhere.
Smaller = weaker? bench- marking robustness of quantized llms in code generation.CoRR, abs/2506.22776, 2025
3 Pith papers cite this work. Polarity classification is still indexing.
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Empirical evaluation of 13 quantization configurations on 6 LLMs for APR shows reduced memory (up to 85%) but increased inference time/energy, different repaired problem sets with little overlap, and 48% of configs strictly dominated.