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Lan-Zhe Guo

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• LookStep: Efficient Vision-Language Navigation with Linguistic Foresight and Event Driven Memory
• Bi-CoG: Bi-Consistency-Guided Self-Training for Vision-Language Models
• A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning