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cs.CV2026
MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding
Benlei Cui, Ruize Wang, Junjie Li +9
Long-form video understanding requires locating sparse, question-relevant evidence in long, multimodal videos. Real-world video distributions differ in modality-specific informatio…
cs.CV2026
AutoTraces: Autoregressive Trajectory Forecasting via Multimodal Large Language Models
Teng Wang, Yanting Lu, Ruize Wang
We present AutoTraces, an autoregressive vision-language-trajectory model for robot trajectory forecasting in humam-populated environments, which harnesses the inherent reasoning c…