Author

Yi Chen

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Preprint Oct 2026

FlashBack: Knowing When to Remember in Streaming Vision-Language Models

Streaming vision-language models must process continuously growing video streams under a bounded compute budget, creating a persistent tension between real-time perception and long-term memory. Retrieving historical information provides a natural remedy, yet historical recall is not uniformly beneficial: unnecessary hi...

Yi Chen, Ming-Ming Yu, Rui-Qi Wang et al. · 0 citations

Review Open access Sep 2026

A Survey of Multi-Model Collaboration in Video Understanding

The rapid development of multimodal foundation models has shifted video understanding from perception-centered recognition toward more general semantic interpretation, reasoning, and decision-making over dynamic visual content. As video understanding tasks increasingly require fine-grained perception, long-range tempor...

Yi Chen, Jian-Wei Zhang, Lei Zhang et al. · International Conference on... · 0 citations