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Author

Jing-Kai Ying

2 papers indexed here

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Preprint Sep 2026

Gen2-VC: Unlocking Generative Priors for Video Compression

Under stringent bitrate constraints, existing video codecs struggle to balance source fidelity and perceptual realism. Distortion-oriented codecs often oversmooth details, while generative codecs risk introducing content and structural deviations and rely on codec-specific designs. This motivates a question: Can existi...

Yin-Huan Huang, Jing-Kai Ying, Pu Chen et al. · 0 citations
Preprint Aug 2026

Token Communication for Multimodal Large Language Model

With the broad success of the Transformer architecture, token is becoming a new basic information processing unit. This trend is especially evident in multimodal large language models (MLLMs), where both visual and textual information are represented and processed as tokens. With the rapid deployment of MLLMs, the effi...

Jing-Kai Ying, Zhi-Jin Qin, Yuan Shen et al. · 0 citations

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