Accelerating Transformer Pre-training with 2: 4 Sparsity. - Yuezhou Hu; Kang Zhao; Weiyu Huang; Jianfei Chen; Jun Zhu (ICML, 2024)

S-STE: Continuous Pruning Function for Efficient 2: 4 Sparse Pre-training. - Yuezhou Hu; Jun Zhu; Jianfei Chen (NeurIPS, 2024)

Pruning Large Language Models with Semi-Structural Adaptive Sparse Training. - Weiyu Huang; Yuezhou Hu; Guohao Jian; Jun Zhu; Jianfei Chen (AAAI, 2025)

Identifying Sensitive Weights via Post-quantization Integral. - Yuezhou Hu; Weiyu Huang; Zichen Liang; Chang Chen; Jintao Zhang; Jun Zhu; Jianfei Chen (CoRR, 2025)