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Dual Activation-Weight Sparsity: A Training-Free Framework for Efficient Large Language Model Compression

Year: 2026

Type: conference-paper

Abstract: Luoyang Sun, Guangyan Li, Cheng Deng, Haifeng Zhang, Jian Zhao, Yongqiang Tang, Wensheng Zhang, Jun Wang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.378

Authors: Luoyang Sun, Guangyan Li, Cheng Deng, Haifeng Zhang, Jian Zhao, Yongqiang Tang, Wensheng Zhang, Jun Wang

Institutions: Chinese Academy of Sciences, Institute of Automation, University of Chinese Academy of Sciences, University of Edinburgh, Guangzhou University, University College London

Language: English

Topic: Advanced Neural Network Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Natural Science Foundation of China

Awards: G5495120585, G8871594933

OpenAlex ID: W7166825207

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