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East China Normal University
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Trajectory-guided test-time sampling can enhance LVLM accuracy while sidestepping the resource burdens of traditional alignment methods.
Code-mixing fingerprints can achieve robust ownership verification in LLMs without sacrificing performance, avoiding accidental activations that plague traditional methods.