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Author

Chuan-Guang Yang

3 papers indexed here

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Preprint Sep 2026

TeQCo: Temporal Quota Consistency for Training-Free Video Token Compression

Video token compression must control both temporal coverage and task relevance, but sequential stages can conflict: a content-driven allocation stage may be overwritten by a global ranking that removes entire temporal positions. We identify this as an allocation conflict and propose TeQCo, a training-free framework tha...

Yu-Qi Li, Xiang-Long Wang, Neilier Rodrigues et al. · 0 citations
#artificial intelligence Preprint Oct 2026

TAM: Task-Aware Memory Distillation for Efficient Spatiotemporal Prediction

Knowledge distillation enables efficient spatiotemporal prediction by transferring knowledge from an accurate teacher to a compact student. However, matching outputs or features independently for each sample leaves cross-sample predictive structure underused. Exploiting this structure requires representations and histo...

Yu-Qi Li, Xiao-Qin Feng, Fan Xu et al. · 0 citations

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