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Jianwei Yin

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• Faithful Bi-Directional Model Steering via Distribution Matching and Distributed Interchange Interventions
• Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization
• Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation