Author

Qiu-Hong Ke

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Preprint Oct 2026

VideoSlate: Stateful Commit Control for Temporally Grounded Agentic Video Reasoning

Agentic video reasoning systems gather and assess video evidence across stages, selecting relevant spans as visual evidence for answering questions. New candidates and observations prompt reassessment of the current span, but revisions can correct localization errors or discard useful evidence already present in the ad...

Shuo Zheng, Yuan-Jie Dang, Peng Chen et al. · 0 citations

#artificial intelligence Preprint Oct 2026

SAVU-BENCH: A Real-World Benchmark for Spatial Audio-Visual Understanding

Spatial audio-visual understanding requires models to recognize not only what is present, but also where events occur and how they relate across modalities. Existing benchmarks often rely on simulated scenes, evaluate isolated spatial skills, and provide limited diagnostic insight into failure modes. We introduce SAVU-...

Yu Chen, Rui-Hang Liu, Yang-Guang Xu et al. · 0 citations