JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression

Runchao Li, Yao Fu, Mu Sheng, Haotian Yu, Xianxuan Long, Kenneth A. Loparo. JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 42691-42702, Association for Computational Linguistics, 2026. [doi]

Authors

Runchao Li

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Yao Fu

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Mu Sheng

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Haotian Yu

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Xianxuan Long

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Kenneth A. Loparo

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