MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

Kunxi Li, Zhonghua Jiang, Zhouzhou Shen, ZhaodeWang ZhaodeWang, Chengfei Lv, Shengyu Zhang, Fan Wu, Fei Wu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.652
Primary Topic
Speech Recognition and Synthesis
Type
article
Field-Weighted Citation Impact
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article

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

Kunxi Li, Zhonghua Jiang, Chen Lv, Fan Wu et al.
Speech Recognition and Synthesis
article

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

Kunxi Li, Zhonghua Jiang, Chen Lv, Fan Wu, Zelin Shen, Fei Wu, Shengyu Zhang, ZhaodeWang ZhaodeWang
article en

Abstract

Kunxi Li, Zhonghua Jiang, Zhouzhou Shen, ZhaodeWang ZhaodeWang, Chengfei Lv, Shengyu Zhang, Fan Wu, Fei Wu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

National Natural Science Foundation of China
Openalex Percentile: Top 90%
Speech Recognition and Synthesis
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