Author

Yu Wang

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Review Oct 2026

GroundedVDR: Grounding Video-to-Web Evidence Dependencies in Video Deep Research

This work introduces \method{, an evidence-grounded benchmark with three features that combines human review with restricted-access probing across multiple models to exclude questions answerable from parametric knowledge or a single information source.

Xian-Yuan Liang, Yu Wang, Zu-Hao Yang et al. · 0 citations

#artificial intelligence Preprint Oct 2026

WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution

WorldSR is a novel framework that augments SR with explicit, entity-aligned visual world knowledge and suggests that entity-level grounding in external visual world knowledge provides a simple and effective complement to model-bound generative priors.

Jun-Yuan Deng, Xinyi Wu, Zhenyao Wu et al. · 0 citations