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Fanyu Meng

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• Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning
• A*-Thought-V2: Efficient Latent Reasoning via Geometric Dynamics of LLM
• From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents