Ruihan Long

Entropy-Adaptive Routing Selection for Multimodal Chain-of-Thought Reasoning

Multimodal Chain-of-Thought (MCoT) endeavors to reason across diverse modalities sequentially, facing primary challenges of logical inconsistency with visual evidence and exorbitant computational overhead in long-chain inference. The prompt-based paradigm has been predominantly adopted, relying on zero-shot instruction...