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Ying Nian Wu

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• Designing Instance-Level Sampling Schedules via REINFORCE with James-Stein Shrinkage
• Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
• Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models