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Yujun Yan

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• SAGE: Mitigating Long-Horizon Reasoning Biases via Topological Guidance
• HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs
• Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs