Zhiheng Wu

Shifting from answer-centric to evidence-centric reasoning, CoVER-7B outperforms even leading closed-source models in long-video understanding tasks.

Mamba's ability to model long-range dependencies unlocks significantly improved coordination and efficiency in multi-agent robotic pursuit compared to traditional recurrent and attention-based methods.