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Chaochao Lu

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• Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report v1.5
• Native Reasoning Models: Training Language Models to Reason on Unverifiable Data
• MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety
• AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security
• CauSight: Learning to Supersense for Visual Causal Discovery
• DEPO: Dual-Efficiency Preference Optimization for LLM Agents
• MENTOR: A Metacognition-Driven Self-Evolution Framework for Uncovering and Mitigating Implicit Domain Risks in LLMs
• UniJEPA: Enhancing Robot Policy via Unified Continuous and Discrete Representation Learning