Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs.

Michael Guan Michael X. Guan Dingjie Song Wenjun Wang Shunian Chen Xidong Wang Michael X. Guan Benyou Wang Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. 7614-7623 2025 COLING https://aclanthology.org/2025.coling-main.508/ conf/coling/2025 db/conf/coling/coling2025.html#SongWCWGW25

Shunian Chen Hejin Huang Yexin Liu Zihan Ye Pengcheng Chen Chenghao Zhu Michael Guan Rongsheng Wang Junying Chen Guanbin Li Ser-Nam Lim Harry Yang Benyou Wang TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis. 2025 August abs/2508.13618 CoRR https://doi.org/10.48550/arXiv.2508.13618 db/journals/corr/corr2508.html#abs-2508-13618 streams/journals/corr

Dingjie Song Wenjun Wang Shunian Chen Xidong Wang Michael Guan Benyou Wang Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. 2024 abs/2409.10994 CoRR https://doi.org/10.48550/arXiv.2409.10994 db/journals/corr/corr2409.html#abs-2409-10994 streams/journals/corr

Junying Chen Pengcheng Chen Shunian Chen Hejin Huang Guanbin Li Ser-Nam Lim Yexin Liu Dingjie Song Benyou Wang Rongsheng Wang Wenjun Wang Xidong Wang Harry Yang Zihan Ye Chenghao Zhu