Author

Ruixin Zhang

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Jul 2026

PCA: Persistence-Aware Compression and Aggregation for Fast Video Large Language Models

This approach substantially reduces the computation of long-context modeling, while enhancing the performance of the baseline model, achieving a speedup of 1.8$\times to 2.5$\times compared to the baseline VLLM.

Zihan Song, Shuo Ye, Bo Zhao et al. · arXiv.org · 0 citations