2025 "weight compression" Papers

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BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments

Xinghao Wang, Pengyu Wang, Bo Wang et al.

ICLR 2025posterarXiv:2410.23918
5
citations

QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models

Yutong Wang, Haiyu Wang, Sai Qian Zhang

NeurIPS 2025spotlightarXiv:2510.16292
1
citations