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Author

Guolong Wang

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Book Open access Nov 2026

ELASTIC-V: Reconstructing Spatiotemporal Fidelity via Saliency Compression and Elastic Encoding

While Multimodal Large Language Models (MLLMs) excel in short video understanding, extending them to long videos remains challenging due to memory bottlenecks and temporal hallucinations. Existing uniform sampling and discrete pruning methods often disrupt temporal boundaries and distort physical time scales. To addres...

Tian-Le Liu, Guo-Long Wang, Yu Liu · 0 citations
Preprint Aug 2026

EgoHieraLoc: A Cortically Inspired Hierarchical Segmentation-Guided Framework for Egocentric Visual Query Localization

Visual query localization (VQL) aims to retrieve and re-localize a queried object in egocentric videos, yet remains challenging when object boundaries are ambiguous and global context cannot effectively guide fine-grained localization. Human vision handles such ambiguity through a hierarchical process: it rapidly scree...

Yifei Cao, Guolong Wang, Mingliang Hou et al. · 0 citations

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