Class-Aware Pruning for Efficient Neural Networks

10 December 2023

Papers citing "Class-Aware Pruning for Efficient Neural Networks"

7 / 7 papers shown

Title
Enhanced Pruning Strategy for Multi-Component Neural Architectures Using Component-Aware Graph Analysis Ganesh Sundaram Jonas Ulmen Daniel Görges 27 0 0 17 Apr 2025
Basis Sharing: Cross-Layer Parameter Sharing for Large Language Model Compression Jingcun Wang Yu-Guang Chen Ing-Chao Lin Bing Li Grace Li Zhang 35 4 0 02 Oct 2024
LiveMind: Low-latency Large Language Models with Simultaneous Inference Chuangtao Chen Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann Bing Li LRM 45 3 0 20 Jun 2024
EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration Bo Liu Grace Li Zhang Xunzhao Yin Ulf Schlichtmann Bing Li MQ AI4CE 38 0 0 25 Feb 2024
Early-Exit with Class Exclusion for Efficient Inference of Neural Networks Jing Wang Bing Li Grace Li Zhang 13 4 0 23 Sep 2023
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks Chuangtao Chen Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann Bing Li 24 0 0 10 Jun 2023
DepGraph: Towards Any Structural Pruning Gongfan Fang Xinyin Ma Mingli Song Michael Bi Mi Xinchao Wang GNN 91 258 0 30 Jan 2023