Hengbo Xu

VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning

With the rapid advancement of large multimodal models (LMMs), inference-time overhead has become a key bottleneck for real-world deployment. Existing methods typically prune visual tokens at prefill, assuming the required visual evidence remains static during reasoning. However, we empirically show …