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Author

He Zhang

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#natural language process... Preprint Sep 2026

Traverse: Learning When to Remember, Reset, and Redirect for Long-Horizon Web Search

Long-horizon information-seeking agents often accumulate noisy or misleading context, causing early mistakes to persist and making recovery increasingly difficult. We introduce an autonomous search harness in which the agent manages its own search process through three states: Rubric, Answer, and Verify. The agent firs...

Jing-Yuan Ma, L. Aster, He Zhang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Kairos: A Dataset for Fine-Grained Video-Language Modeling over Space, Time, and Dynamics

Kairos is introduced, a video dataset for video-language modeling with time-resolved annotations that supports fine-grained evaluation, long-range modeling and reasoning, instruction data construction, representation learning, and video generation.

Ruibo Ming, Lei Sun, De-Heng Zhang et al. · 0 citations

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